Papr reduction in ofdmPekerjaan

menyelesaikan codingan MATLAB yang belum selesai mengenai PAPR reduction PTS dan SLM, codingan sebagian sudah ada.

...applications - Experience in creating interactive web platforms - The ability to simplify complex concepts for a beginner audience - Good programming skills, as some technical programming knowledge will be required for creating the interactive elements Key requirements for the interactive web platform include: - Clear, concise explanations of various machine learning algorithms - Interactive elements such as quizzes, exercises, and visual demonstrations to enhance the learning experience - User-friendly design that is accessible and engaging for beginners - The ability to track user progress and provide feedback If you have a passion for teaching and a strong background in machine learning, I would love to hear from you. Please provide examples of similar work you have d...

I am seeking an expert in audio enhancement and noise reduction to work on a dialogue-based audio file that's over 30 minutes long. This project involves: - Eliminating background noise - Correcting distorted sounds - Balancing uneven volume levels Ideal candidates will have a keen ear, attention to detail, and extensive experience in audio editing and sound engineering. A background in dialogue enhancement will be beneficial. Please apply only if you are capable of producing a clean, clear audio file from a less than perfect source.

Project Title: Revit API Plugin for Rebar Waste Reduction and Reuse Project Overview: We are looking for a skilled developer to create a custom plugin using the Revit API that will help identify wasted steel rebars within a Revit project and suggest potential reuses based on matching rebars of equal or shorter lengths. Project Details: The goal of this project is to develop a Revit plugin that automates the process of identifying wasted steel rebars (already listed in a Revit schedule) within a Revit project. The plugin should then analyze the project schedule to find other rebars of "equal or shorter" lengths that can benefit from using the wasted ones. If you are interested in this project, please provide examples of previous Revit API development work a...

I'm in need of an experienced audio editor to help clean up the sound of a 50-minute podcast. This requires particular attention to: - Removing static background noise. The podcast seems to have a consistent static noise that I want completely eliminated to improve the listener experience. - Adjusting volume levels: The podcast requires normalization of volume levels across its entirety. It's vital that the editing provides a balanced listening experience that ensures all parts of the conversation are clear and consistent. Ideal skills would be experience in audio editing, noise reduction techniques, and podcast production. Familiarity with professional audio editing software is a must. I appreciate a keen ear for detail and someone who can enhance the ...

I need an expert video editor who can carefully eliminate a cat's meow from a MP4 video that is approximately 1-5 minutes in duration. It's critical to maintain the audio quality and preserve the original sounds, most notably my mother's voice singing and the accompanying guitar. Ideal Skills and Expertise: - Advanced video and audio editing skills - Proficient in audio enhancing and noise reduction - Experience with preserving original sounds while eliminating distractions - Accurate and detail-oriented - Knowledge in handling MP4 files - Familiar with musical elements would be a bonus as it pertains to preserving the sound of the guitar. Your role will be to remove the unwanted cat meow from the video while keeping the original singing and gu...

I have a collec...be meticulous and not overly edited, keeping the images looking natural while still making them appealing. Ideal Skills and Experience: - Proven experience in professional photo editing - Proficiency in Adobe Photoshop or similar software - Strong understanding of color correction and balance - Excellent knowledge of brightness, contrast, temperature, and saturation adjustments - Demonstrated ability in noise reduction and sharpening - A good eye for detail and composition - Previous experience in photo culling would be a plus Please include examples of your previous work and a brief explanation of your approach to this project in your bid. Please also send a few samples Link to Album -

I have a recording in WAV format, which I need help enhancing the whispers for improved intelligibility and removing the background noise. The end goal is to better understand the whispered content in the recording. Key Tasks: - Improve intelligibility of whispered content. - Remove background noise to make the whispers clearer. Final Deliverable: - Enhanced WAV file with improved whispers and removed background noise. This recording is personal to me, and I'm seeking a freelancer who can ensure complete confidentiality and discretion.

In this pivotal project, we intend to leverage the power of predictive analytics to tackle poverty, with a key focus on optimizing the distribution of resources. Through the application of AI, we aspire to create a smarter, more effective system that can predict demand and allocate resources accordingly. Ideal candidates will possess: - Extensive experience in predictive analytics - A background in AI solutions for social impact - Knowledge in resource allocation and distribution problems The end goal? To help us make a tangible, positive change in reducing poverty. Your expertise could make all the difference. Join us.

I need an AI tool developed that can perform a multitude of tasks related to data analysis, natural language processing, and image recognition in film production context. This tool should work offline and focus on a number of areas: Film Production Assistance: Audio Processing: - Noise reduction capabilities to enhance the audio quality in my productions. - Audio balancing and editing to create a balanced and immersive audio experience for viewers. The ideal candidate would have strong experience in AI development, experience in the film industry is a plus. Knowledge in automated video editing, scene segmentation, image & voice recognition, and audio processing techniques are also desired.

This is a Yii2 that has 90,000 screens as each page is 3 screens. We need a stable platform to use the processes coded in Html and java to update the databases. We need to keep the PHP version current. We need the new database documented page by page and process by process. There are 2 sites An individuals site. It has these services Member Services Act as an Agent for WebPicID Family-Protection-Service Identity theft fraud loss reduction Membership Merchant Membership Notification Payment Options Refer an organisation to sign up with WebPicID Safe Purchase Secure Message Merchant Services Identity Theft Fraud Loss Reduction WebPicID can Reduce ID Theft Fraud Losses and associated operating costs by at least 50%. WebPicID detects the ID Theft after the sale is p...

...WordPress and WooCommerce website using Divi :-( , I am in need of a dedicated professional to assist in optimizing the speed and performance of the site. Here are the specifics: - Core Web Vitals: My primary concern is the Largest Contentful Paint (LCP) aspect of Core Web Vitals. Ensuring a significant improvement here is crucial. - Hosting Environment: My website currently operates on a Shared hosting plan (WPengine). - Traffic Volume: My site receives between 1,000 to 10,000 visitors per month, and I want it to be able to handle this traffic smoothly and efficiently. Key tasks for this project will include: - Hosting Migration + Server Optimization: Moving the site to a better server and setting it up for optimal performance. - CPU Reduction: Identifying what ...

I need a skilled photo editor to reduce bulges in the tummy area on two pictures I provide. The product should retain a natural look, so expertise in subtle, realistic body sculpting edits is a must. Also, the original color scheme of the photos should be maintained. Thank you in advance for your attention to detail and your eye for natural beauty.

...aquamation technology. We primarily use this as an eco-friendly alternative to traditional cremation, and we aim to improve it further. Key upgrades include: 1. Increase in capacity: We need to handle more volume efficiently. 2. Enhanced filtration system: Improving our biohazard filtration is crucial to keep the process safe and clean. 3. Size reduction: The machine must be compact for ease of operation and installation. 4. Simplified operation: To provide a user-friendly experience, the machine operation needs to be more straightforward. Ideal Candidate: This project is ideally suited for an engineer with a background in water-related systems or equipment. A clear understanding of energy efficiency, system capability enhancements, and an ability to simplify comp...

I am in need of an optics design expert who can develop a design for a projector. You will: - Design optics for a straight through projection system - Ensure the projected image can be adjusted from being 0.1 times to 0.02 times smaller than the original image size. - Utilize plastic as the medium for any optical system components - Implement the design to function efficiently with a collimated UV light source Your skills and experience: - Familiarity with various optical systems such as refractive, reflective, and catadioptric systems - Previous experience designing optics for projection devices - Proficiency in light source implementation, preferably UV sources - Knowledge in working with plastic components in an optical system. Please align your pro...

We are seeking a Shipment Consolidation Specialist to help facilitate the import of goods from various companies in China into Montreal, Canada. The primary objective of this role is to consolidate multiple shipments into one, optimizing logistics and reducing shipping costs. Responsibilities: Coordinate with suppliers in China to schedule and consolidate shipments. Ensure all necessary documentation and compliance requirements are met for international shipping. Collaborate with freight forwarders and logistics partners to arrange efficient transportation. Monitor shipment progress and address any issues or delays that may arise. Work closely with the purchasing team to streamline procurement processes and maximize cost savings. Maintain accurate records and documentation ...

...single sexual supplement product, PyarkiGoli. As a leading brand in sexual wellness, we are dedicated to providing our customers with a seamless online shopping experience that reflects the quality and effectiveness of our product. The ideal freelancer will have: 1. **Shopify Expertise**: A proven track record of developing high-quality Shopify websites with a focus on user experience and conversion optimization. 2. **Design Skills**: Proficiency in creating visually appealing designs that align with our brand identity and target audience. Experience with graphic design and branding is a plus. 3. **E-commerce Experience**: Knowledge of e-commerce best practices, including product page optimization, cart abandonment reduction, and payment gateway integration. 4....

Dear Freelancer Community, I'm seeking a 3D engineer familiar with 3D printing...mirrored so that the full model can be viewed. 2.) The model needs to be sliced into 7 parts, that are self aligning upon assembly after printing. 3.) Following assembly collaboration on mass reduction to increase printing time 4.) FEA analysis of the model to determine torsional rigidity of the model as PLA, PP, and Carbon fiber materials. The ideal candidate will have experience in product design, puzzle making, 3D printing, and specifically with creating prototypes in both plastics and composite materials. Key requirements: - Expertise in 3D product design - Experience with prototyping - Proficiency in working with plastics and composite materials Experience w...

...keepsake project and I want the best possible picture quality as well as some minor editing. Key Requirements: - Enhancements: I need the photos to undergo brightness adjustment, color correction, and noise reduction. Additionally, some minor deletions may be required (e.g. removing a visible shirt tag). - Quantity: The project involves 1-10 images. - Intended Use: The enhanced photos will serve as a personal keepsake for me, so quality is paramount. Ideal Skills and Experience: - Proven experience in photo editing and enhancement, particularly with smartphone-captured images. - Proficiency in industry-standard photo editing software. - A keen eye for detail and dedication to delivering high-quality results. - Ability to make minor edits and deletions without comp...

...solar technology works. The video should do this in a clear and engaging way for B2B audience. - Target Audience: The target audience for this video is industry professionals, commercial and industrial project developers (i.e., buyers), and investors. Therefore, the video should be informative, but also appealing to this specific group. - Specific Features to Showcase: The video must highlight the following features of the solar technology: - Ease of Installation - Performance - Cost Benefit - CO2 Emission Reduction One key thing is to demonstrate the easy installation (the 'snap-on' feature), and of course focus on double the energy output while cutting CO2 emissions and payback period in half. Ideal skills for this job: - Previous experience in...

I require an expert in audio post-production to remove the background noise from a short video, less than 5 minutes long, for the purpose of enhancing audio clarity. Your task is to clean up the background noise while ensuring the human voices remain clear and audible. Experience in noise reduction and video editing software is ideal for successfully carrying out this project. Please provide samples of similar projects you've previously accomplished. A quick turnaround is appreciated.

I have a video recording, around 5-30 minutes in length, with two speakers who are whispering. I need the audio enhanced so that their voices are clearly audible. Requirements: - Enhance the audio of the video to make whispered voices audible Ideal Skills and Experience: - Audio Editing - Video Editing - Noise Reduction - Audio Enhancement - Transcription Skills (helpful)

I have a comprehensive car specifications data...Clustering, and Partial Least Squares (PLS) regression techniques to the data. Key Requirements: - Data Cleaning: Ensuring all values are in their correct form - Feature Selection: Focus on Car model, Engine size, Fuel efficiency, and fuel emission values - Principal Component Analysis (PCA): For dimensionality reduction - Clustering: To identify inherent patterns and groupings within the data - Partial Least Squares (PLS): For regression analysis Ideal Skills and Experience: - Strong proficiency in data cleaning and analysis - Previous experience with Principal Component Analysis, Clustering, and PLS - Expertise in working with large datasets - A background in the automotive industry or experience analyz...

I'm seeking a proficient sound editor to enhance the audio quality of our fan film which is 1 hour 20 minutes long. Your primary tasks would be: - Dialogue clarity: I need the dialogue in these videos to be more intelligible and prominent. - Noise reduction: Undesired background noise must be minimized for a cleaner sound. - Sound effects enhancement: helo to input sound effect at the correct timings within the filn Proficiency in advanced audio editing software is a must. Demonstrable experience with video file sound editing and a knack for enhancing dialogue, reducing noise, and improving sound effects would set you apart for this job.

I am using EC2, S3, and RDS on AWS with a high cost structure. My primary goal is to reduce these bills. I need someone who can help me optimize my AWS usage for more cost-efficient operations. Key requirements: - Extensive experience with AWS - Proven track ...optimize my AWS usage for more cost-efficient operations. Key requirements: - Extensive experience with AWS - Proven track record of optimizing costs on AWS - Ability to identify cost inefficiencies and propose and implement solutions The ideal candidate should have prior experience in implementing cost optimization strategies on AWS and be able to provide recommendations for cost-effective resource utilization. They should also possess excellent communication skills to explain complex technical concepts in a non-...

...(“ Regression for Pair ” are related to this project. • Design an improved version of the pairs trading strategy (will share with freelancer chosen) by including more stocks in your strategy. • You can consider using the top 100 stocks () and their daily close price during the period of 2019 - 2020 [Note: you may not have access to all the stocks from Yahoo Finance during this period; please explain how you handle this issue]. • Explain whether dimension reduction techniques are needed. • Explain how you measure the performance. • Please show both the in-sample and out-of-sample performance. • Show evidence that the strategy you develop is profitable. • Compare the out-of-samp General Instruction: •...

Objective: To create a PCB layout that is as compact as possible while maintaining functionality and manufacturability, derived from an existing schematic design. The PCB is for an EMG (Electromyography) monitoring device, which requires precision and stability in signal handling. PCB Size Constraints: The final PCB should be no larger than 50mm x 35mm. Please optimize the layout to use the available space efficiently while adhering to all design rules and ensuring signal integrity. Layers: Design is expected to be a multi-layer PCB to accommodate compactness and routing complexity. Suggest the optimal number of layers for this design based on your professional assessment. Critical Components and Placement: The microcontroller unit (MCU) should be centrally located. EMG sensor i...

I am seeking a skilled and experienced solar designer to create a comprehensive solar setup for my commercial property. The main objective is to reduce our electricity cost...category, the design needs to be efficient enough to cater for this demand while also presenting feasible ways to minimize expenditure. Skills and experience sought: - Proven expertise in commercial solar design - Strong understanding of energy-efficient strategies - Ability to work with medium energy usage demands - Excellent problem-solving skills to potentially overcome design challenges related to cost reduction. This is a great opportunity for a solar designer who has a strong track record in creating cost-effective solar solutions for commercial properties. Please include relevant project...

I'm presently working on a project that requires a high degree of speech clarity. The original au...hour long, has significant TV background noise which needs to be separated from the voice. The project essentially involves isolating the voice and reducing the TV noise to improve speech clarity. Ideal Skills: • Expertise in audio editing, manipulation, and noise reduction • Knowledge of audio compression formats, specifically MP3 • Proven ability to deliver clear, high-quality audio End Product requirements: • The final output should be an MP3 file • The voice (whispers) in the final file should be crystal clear and free from TV noise. Freelancers with experience in similar projects would be given preference. Efficiency, withou...

...impact on passenger security. The ideal expertise and skills include but are not limited to: • Proven experience in the implementation of security measures targeted at crime reduction • Background in installing and servicing multiple security systems like Metal detectors, Body scanners, Gun detectors, and Facial recognition technology. • Knowledge in proposing and implementing security systems for public transportation notably subways. • Extensive understanding of the subway security landscape and needs. • Experience in physical & highly advanced Artificial Intelligence security systems Given the expansive scope of this project, expertise in project management, particularly in a similar setting, would be adv...

I need an Elementor expert to create 2 pages in wordpress with reference to our available Figma Designs. Need to be done within a Day or two at max. Delays will result in payment reduction or stars. Please bid with your final price. No placeholders.

... Start to edit the video with Visla. Here also you can use the Free plan. Create the video similarly as the example video: Here is your intro & outro: Here is the intro-outro music: Here is the background png for text: What we expect in Visla: First cut out the beginning if needed. That is just technical content. Add with Visla B-roll footage to the video. If the freemium videos aren’t good enough use Pexel to browse for free footage. For this purpose the B-roll footages shouldn’t be perfect but should be at right places. Sometimes you can add or delete if you wish to have them somewhere else than Visla suggests. Add proper intro

I need a Shopify expert to help me add a discount code to my store. This discount code will help in attracting new customers to my store. The discount should be applicable to the entire order once it is applied at checkout. It will offer a 15% reduction on the overall price of the order. Key skills and experience: - In-depth knowledge of Shopify platform - Experience with Shopify discount code integration - Ability to communicate effectively and complete the task in a timely manner.

I am looking for a talented UX/UI designer to design a mobile application. I want to put it in presentation. I mean, I want images only, not a real application . that focuses on sustainable energy. This mobile application aims to spread awareness about renewable energy, provide energy usage tracking and energy saving tips, and foster a community of environmentally conscious individuals. Key features include: - Energy Usage Tracking: An easy-to-use interface allows users to track their energy consumption and identify areas for reduction. - Renewable Energy Resources Information: A section dedicated to educating users about the benefits of sustainable energy sources and their availability. - Education and Awareness: Engaging content to inform and inspire users to m...

...speech AI system. Must have expertise in WebSocket, Azure STT, Eleven Labs TTS, and OpenAI optimizations. Goal: Reduce current 3-4 seconds latency to under one second. Responsibilities: Diagnose latency issues and implement WebSocket and API optimizations. Optimize integration of Azure STT, Eleven Labs TTS, and OpenAI to achieve rapid response times. Collaborate with the development team on applying and testing enhancements. Requirements: Expert in Python, real-time systems, and AI-driven applications. Proven track record in latency reduction for WebSocket applications. Experience utilizing databases to minimize LLM calls in previous projects. Application Process: Submit a resume and a demo of a previous project demonstrating your ability to optimiz...

...image reduction. I need the specifications of the lens(es) necessary, as well as the distance from the film negative to the first lens, distance from lens 1 to the next lens, etc, then from last lens to the target. I must be able to adjust this setup to achieve reductions from 0.1 to 0.02, as well as focus the image on the target to get best possible focus. I do not need detailed drawings, just a sketch showing the above information. I MUST have this sketch with all distances from each element and lens, referring to the target as distance zero. Plus, I either need sufficient technical information on each lens to find a purchasing source, OR a part number, and supplier information so I can buy the necessary lenses. I have VERY limited knowledge of optics, so the information ment...

I have a phone clip audio recording in WAV format where the conversation is not audible. I require someone with expertise in audio enhancement to ascend the clarity in order for me to understand the spoken words. Requirements: - Proficient in audio enhancement software - Prior experience with phone clip audios preferable - Diligent enough to salvage as much audible conversation as possible Skills: - Knowledgeable about WAV files - Strong ability in noise reduction and audio clarification - Detail-oriented with an ear for comprehension.

...where I'd like to eliminate certain types of background noise. The purpose of this is to remove distracting sounds, more specifically - people talking in the background, kids screaming etc. Key requirements: - Identify and eliminate background noise: Specifically, I need the talking of individuals in the background removed. We want to focus on the primary sound source. - Preserve the main audio: The dialogue and main sounds of the video must remain clear and unaltered. I intend to use this video for personal purposes, not for sharing. If you have experience in audio editing and video processing, particularly with a skill for noise reduction, please share your portfolio. Experience with tools like Adobe Audition or Audacity would be a plus. Looking...

I've been facing a problem where my php-fpm stops responding at random times throughout the day. However, the error message displayed is yet unclear as the issue was not specifically investigated. I'm seeking an expert with exceptional PHP, server management and troubleshooting skills who can identify the exact error and provide a robust solutio...causing php-fpm to stop responding, - Implementing a solution to assure continuous and smooth performance of php-fpm. The ideal freelancer must have previous experience handling similar server issues and a strong familiarity with php-fpm. Familiarity with Linux servers will be another plus, as you might need to check the server's logs for debugging the issue. I'm expecting a sudden, and drastic reduction of these php-f...

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I'm in need of someone expertly skilled in reducing the size of .JPG images, maintaining the image format, and achieving size reductions to less than 12KB per image. The task involves working with roughly 300 images. - Method: Ideally, I'd like the chosen individual to employ both compression and resizing techniques to attain the specified reduction. Experience & Skills: - Advanced understanding of image manipulation, specifically in relation to .JPG formats - Hands on experience with a variety of image editing software - Proven ability to meet size specifications without diminishing image quality - Detail-oriented, meticulous approach to tasks aiming at precision - Timely deliverable submission, managing the task within set deadlines Kindly...

I'm in need of an expert video editor to perform a few enhancements on a dashcam recording. The main purpose of these enhancements is to identify license plates. Here are the key services required: - Noise reduction: To clear the video of unwanted background noise and improve clarity. - Image stabilization: To ensure steady footage for better visibility. - Contrast enhancement: To sharpen and provide more detail to the license plate. A desired level of moderate accuracy is needed for license plate identification. The perfect candidate should have considerable expertise in video editing, and specific experience in enhancing video for object identification would be an added advantage. A good understanding of visualization techniques and proficiency in...

Fullstack javascript mobile app developper The app will require the following technical components: -A backend server that will store and manage the data, such as user profiles, business details, food items, orders, payments, ratings, and reviews. -A frontend client that will communicate with the backend server and provide the user interface for the app. -A database that will store the data in a structured and secure way. -An API that will enable the communication between the backend server and the frontend client, as well as with external services, such as payment gateways, geolocation services, and social media platforms. -A web portal that will allow the businesses to register, update, and manage their food inventory and orders. The app will use the following technologies and t...

I have a personal video that's about 1.06 minute long. I'm looking for someone who can enhance the sound quality for professional use. The main tasks are to improve the audio qu...the sound quality for professional use. The main tasks are to improve the audio quality and to remove background noise. Key Requirements: - Enhance overall sound quality - Remove background noise, especially echo and related noises - Ensure the sound quality is professional-grade for the entire 1.06 minute video I'd prefer to work with someone who has experience in audio enhancement and noise reduction for video. Experience in professional audio editing or similar projects would be a definite plus. The final deliverable should be a video with significantly improved sound qu...

As an online entrepreneur,...large Document Object Model (DOM) that further hinders the performance of my site. However, I'm unable to pinpoint specific issues caused by this. I require a skilled professional with in-depth knowledge of WordPress performance optimization to address these problems. The right person should be able to streamline my site for faster loading speed and lower server resource usage. They should also have experience in proper site caching and optimization, and have technical know-how to handle DOM size reduction and enhancements, making the site more efficient overall. Key Skills: - Expertise in DOM size reduction. I am not looking for someone to install a caching or optimization plugin for me. The problem is the size of th...

I am in need of a skillful audio engineer who can do a high-quality job in removing background noise and isolating the dialogue on an audio file. This task will specifically target an MP3 file. To produce a top-tier result, it is crucial that the freelancer assigned to this project has a wealth of experience dealing with similar ventures in the past. Proficiency showcased in their previous assignments would be indicative of their capability to fulfill this job. This is what I am looking for in my ideal freelancer: - Extensive experience in noise reduction and dialogue isolation - Capable of working efficiently with MP3 formatted files - High attention to detail - Ability to deliver the project in a timely manner If you can meet ...

...through filter and noise reduction. - It should capable of labeling of images and recognizing various surface defects including cracks, wear, corrosion, fractures, head-checks, wheel burns, rolling contact fatigue (RCF) defects, spells, squats, shelling, and flaking. - Implement real-time alerting mechanisms for identified defects to promptly inform maintenance teams. - Provide detailed analysis of detected defects, including type, severity (defect length/ area), and specific location along the track. - Generate track maintenance recommendations based on defect analysis to guide repair prioritization and scheduling. Ideal Skills and Experience: - Proficiency in Python programming, especially in data analysis, image processing, and machine learning models. - Experi...

I need an experienced professional to assist me in editing, formatting, and reducing the word count of a document. Key requirements: - This is a document, not a presentation or web content; hence, the ideal candidate should have proven experience in editing large textual documents. - The primary goal here is to meet a publication limit. This requires the editor to be skilled in maintaining the essence of the content while reducing the word count significantly. - The document needs to be formatted according to APA style guidelines. Therefore, the ideal candidate should be familiar with and proficient in this formatting style. This project will require a combination of excellent editing skills, an understanding of publication requirements, and adherence to APA s...

The first function The tool will be waiting on the Bi-Google page after the price reduction. Second function I want to know how long it will take until the next process. listings problem fix

...enhancing pharmaceutical formulation in India. The objective is to leverage machine learning to ensure more consistent formulation and expedited availability. We believe this approach will also lead to cost-cutting in the long term. Key Responsibilities: - Implement machine learning algorithms to predict the best formulation for tablets, capsules, and syrups. - Consider the active ingredients, excipients, and flavorings when predicting formulations. - Ensure that the model optimizes for consistency, speed of availability, and cost reduction. Skills and Experience Needed: - Proven experience in pharmaceutical formulation or related fields. - Strong machine learning expertise, particularly in prediction modeling. - Familiarity with the pharmaceutical i...