Biotechnology jobs
...Computing and Information Science Quantum research aims to harness quantum mechanics for computation far beyond classical computers. Companies like IBM, Google, and IonQ are racing to achieve fault-tolerant quantum systems. Potential applications include drug discovery, materials science, cryptography, and optimization problems that would take classical supercomputers millennia to solve. 3. Biotechnology and Neurotechnology The convergence of biology and technology (often called "BioTech") is creating revolutionary tools: CRISPR gene editing advancements and synthetic biology. Brain-computer interfaces (BCI), such as Neuralink’s work on direct neural communication. Personalized medicine powered by AI analysis of genomic data. 4. Sustainable and Green Technology ...
...Graphical Abstract Journal-ready high-resolution files (PNG, JPG, PDF) Scientific illustrations and icons Clear workflow and data visualization Professional layout and color scheme Unlimited minor revisions (depending on package) Fast turnaround time Suitable For: Research Articles Review Papers PhD & Master's Theses Conference Presentations Scientific Posters Medical & Pharmaceutical Research Biotechnology & Life Sciences Regulatory Affairs Publications Why Choose Me? Strong understanding of scientific communication Publication-focused design approach Attention to detail and accuracy Quick response and on-time delivery 100% original and customized designs Order Requirements: Please provide your manuscript, figures, rough sketch (if available), journal guideli...
...Structure and clearly explain findings Must follow LCA framework: goal & scope, inventory, impact assessment, interpretation Familiarity with ISO 14040/44 is preferred Paper 3: Review Paper (Biochemistry) Full literature review paper Critical analysis and synthesis of multiple academic sources (not summaries) Well-structured with proper academic flow Requirements: Background in Biochemistry, Biotechnology, Environmental Science, or related field Proven experience in academic/scientific writing Ability to interpret scientific/technical data Proper referencing (APA, Harvard, or Vancouver) 100% original, plagiarism-free work (will be checked) Project Details: Each paper: ~2000–4000 words (final length to be agreed) I may hire different freelancers for each paper Mile...
... • Follow predefined guidelines and protocols for data labeling. • Work closely with data scientists and machine learning engineers to ensure quality annotations. • Identify inconsistencies in data and report potential errors. • Maintain confidentiality and security of sensitive medical data. Qualifications: • Bachelor's degree or diploma in Life Sciences, Biomedical Engineering, Pharmacy, Biotechnology, or a related field (Fresh graduates are encouraged to apply). • Strong attention to detail and ability to follow guidelines. • Basic understanding of medical terminology is a plus. • Ability to work independently and meet deadlines. • Prior experience in data annotation or labeling is an advantage but not required. • Familiar...
...Structure and clearly explain findings Must follow LCA framework: goal & scope, inventory, impact assessment, interpretation Familiarity with ISO 14040/44 is preferred Paper 3: Review Paper (Biochemistry) Full literature review paper Critical analysis and synthesis of multiple academic sources (not summaries) Well-structured with proper academic flow Requirements: Background in Biochemistry, Biotechnology, Environmental Science, or related field Proven experience in academic/scientific writing Ability to interpret scientific/technical data Proper referencing (APA, Harvard, or Vancouver) 100% original, plagiarism-free work (will be checked) Project Details: Each paper: ~2000–4000 words (final length to be agreed) I may hire different freelancers for each paper Mile...
...Required) Your newsletter must include one section from each category below: 1. Core Microbiology Concepts Choose one: Microbial classification Microbial structure Microbial metabolism 2. Microbial Growth & Control Choose one: Microbial growth Growth control (physical or chemical methods) Antimicrobial resistance 3. Microbiology in Biotechnology Examples: Medical biotechnology Industrial microbiology Environmental or agricultural applications Biotechnology tools involving microbes 4. Microbe-Caused Disease or Epidemiology Examples: Specific infectious disease Transmission and prevention Outbreaks or public health relevance 5. New Discovery or Advance in Microbiology Must be recent (within the last ~5 years) Can include research breakthroughs, new technologi...
Dr. Sheraa – Brand Mascot Design Brief Brand Overview Brand Name: Krishgen Biosystems Website: Industry: Biotechnology / Life Sciences / Research Audience: Researchers, scientists, academicians, industry professionals, laboratory personnel Company Profile – Krishgen Biosystems Krishgen Biosystems is a science-driven biotechnology company founded in 2003, with headquarters in Mumbai, India. The company specialises in the development and manufacture of high-quality ELISA kits, immunoassays, and research reagents for life sciences and biomedical research. Notably, Krishgen is the only ELISA manufacturer from India with a strong global presence. With over two decades of experience, Krishgen supports researchers, pharmaceutical companies, CROs, diagnostics la...
...implications for the local investment environment. 3. Study the adaptation of domestic and foreign policies in Latin American countries under the influence of U.S. global strategy. 4. Focus on the adjustment of economic models in Latin America and the potential for U.S.-Latin America economic and trade interactions, providing market strategy recommendations for related industries (e.g., energy, biotechnology, tourism, agriculture) based on geopolitical risks. 5. Design contingency management plans for sudden crises in U.S.-Latin America relations (e.g., escalated sanctions, diplomatic incidents), offering clients policy alerts and response pathways. Ideal Candidate Qualifications: 1. Ph.D. in International Relations, Political Science, or Regional/Area Studies (Latin America fo...
...targeted resume for transitioning into a technical role in the biotech industry. My current role is in the scientific domain, and I need to effectively highlight my skills and experience in biotechnology. Key Requirements: - Expertise in writing resumes for technical positions - Experience in the biotechnology sector - Ability to translate scientific skills into industry-relevant competencies - Strong understanding of current biotech industry trends and employer expectations Ideal Skills and Experience: - Proven track record of successful technical resume writing - In-depth knowledge of biotechnology and related technical roles - Excellent communication and writing skills - Experience working with clients in career transition Please provide samples of previous wo...
Dr. Sheraa – Brand Mascot Design Brief 1. Brand Overview Brand Name: Krishgen Biosystems Website: Industry: Biotechnology / Life Sciences / Research Audience: Researchers, scientists, academicians, industry professionals, laboratory personnel Company Profile – Krishgen Biosystems Krishgen Biosystems is a science-driven biotechnology company founded in 2003, with headquarters in Mumbai, India. The company specialises in the development and manufacture of high-quality ELISA kits, immunoassays, and research reagents for life sciences and biomedical research. Notably, Krishgen is the only ELISA manufacturer from India with a strong global presence. With over two decades of experience, Krishgen supports researchers, pharmaceutical companies, CROs, diagnostics labs,...
I’m looking for an experienced developmental editor to work closely with me on refining a nonfiction book that explores the profound transformation AI and emerging technologies will bring to society. The book examines the convergence of AI, robotics, and biotechnology, and how these forces are reshaping civilization. It is written for an intelligent general audience and aims to be both thought-provoking and accessible, similar in spirit to works by authors like Yuval Noah Harari, Walter Isaacson, and Mustafa Suleyman. The manuscript is largely complete. What I need now is a strong developmental editor who can help sharpen the structure, strengthen the narrative arc, and ensure the ideas flow clearly and powerfully across chapters. What I’m looking for: • Strong ...
...automation platform (). This is a data sourcing and research task only. I do not need email sequences, outreach, or any contact to be made with the prospects. I need clean, accurate data delivered to a specification. EXACT TARGETING SPECIFICATION Countries (all 6 required) ▸ United Kingdom ▸ Ireland ▸ Netherlands ▸ Indonesia ▸ Thailand ▸ Singapore Industries (all 8 required) ▸ Biotechnology & Life Sciences ▸ Sport (clubs, academies, sports businesses) ▸ Leisure (fitness, wellness, hospitality) ▸ Construction & Property Development ▸ Real Estate (investment and management) ▸ Retail (physical and online) ▸ Food & Beverage ▸ SaaS & Technology Contact Position (decision-maker only) Include ONLY contacts with one of the following titles: ✓ CEO ...
...Building Materials. 2. Monteiro, P. J. M., et al. (2017). Nature Materials. 3. De Muynck, W., et al. (2010). Cement and Concrete Research. 4. Jonkers, H. M. (2011). Journal of Materials Chemistry. 5. Wang, J., & Zhao, X. (2018). Construction and Building Materials. 6. Ersan, Y. C., et al. (2016). Materials and Structures. 7. Ivanov, V., & Chu, J. (2008). Journal of Industrial Microbiology & Biotechnology. Appendices Appendix A: SEM/XRD Images Appendix B: Experimental Setup Appendix C: Raw Data Tables This comprehensive paper integrates all previous research components into a cohesive, scientifically rigorous document with clear structure, quantitative results, comparative analysis, and environmental and economic perspectives. This revised article includes tables...
I'm looking for a fluent German speaker to translate a research proposal in the field of Pharmacy and biotechnology from English. I need someone to help me by end of Feb 28, 2026. Ideal Skills: - Native or fluent German speaker - Proficient in English - Experience in translating technical documents - Attention to detail - Ability to maintain the original meaning and context - Experience in Biotechnology and Pharmaceutical Technology would be great.
## **Project Title** **BIRAC BIG Grant Application – Proposal Writing & Technical Expert Required** ## **Project Description** We are a healthcare-focused deep-tech startup preparing our application for the **BIRAC Biotechnology Ignition Grant (BIG)**. We are seeking an experienced freelancer/consultant with **prior hands-on experience in BIRAC BIG or other BIRAC/DBT grant applications** to support us in drafting and refining a **submission-ready proposal**. The freelancer will work closely with the founder to structure the application in line with **BIRAC evaluation criteria**, ensuring scientific accuracy, feasibility, regulatory alignment, and strong commercialization logic. --- ## **Scope of Work** 1. **Innovation & Problem Understanding** * Understand the...
As per chat, i agreed to 20K INT but you have to build it nicely and fix all the bugs. Project description already mentioned in the last Chemistry project as it is just its continuation. Please accept the project.
## **Project Title** **BIRAC BIG Grant Application – Proposal Writing & Technical Expert Required** ## **Project Description** We are a healthcare-focused deep-tech startup preparing our application for the **BIRAC Biotechnology Ignition Grant (BIG)**. We are seeking an experienced freelancer/consultant with **prior hands-on experience in BIRAC BIG or other BIRAC/DBT grant applications** to support us in drafting and refining a **submission-ready proposal**. The freelancer will work closely with the founder to structure the application in line with **BIRAC evaluation criteria**, ensuring scientific accuracy, feasibility, regulatory alignment, and strong commercialization logic. --- ## **Scope of Work** 1. **Innovation & Problem Understanding** * Understand the...
...highlighting performance metrics and scalability potential. Acceptance criteria 1. ≥90 % purity by SDS-PAGE with consistent band intensity across duplicates. 2. ≥70 % recovery of target IgG from starting material. 3. Clear, reproducible protocol document (reagents, timings, column parameters, QC checkpoints). If you hold a PhD (or equivalent experience) in Biochemistry, Chemistry, Biotechnology, Immunology, or a related discipline and have demonstrated hands-on success purifying IgG from human sources, I would value your expertise on this exploratory project....
I need a fresh, accurate list of CEO- and President-level decision makers from the top Healthcare & Life Sciences. My focus spans three sub-sectors—Hospitals & clinics, Pharmaceuticals, Biotechnology so please be sure each record matches one of those categories. ZoomInfo is my preferred data source; if a record cannot be validated there, note the alternate database or method you used. Generic “info@” or “contact@” emails won’t work for this project—I’m after direct business addresses only. Please deliver a clean Excel or Google Sheet containing one row per company with the following columns: • Full Name • Job Title (CEO or President only) • Company Name • Company Website • Direct Business Ema...
...cohesive and professional. Likewise, I’m flexible on the colour palette—green paired with blue or white is an obvious fit, but I’m happy to explore creative combinations that still read “clean” and “responsible.” Imagery might lean into leaves or other natural motifs, subtle laboratory references, or even an abstract form that hints at DNA, growth, or energy—whichever solution best unifies biotechnology and sustainability. Please deliver: • A primary logo plus a stacked or simplified variant for tight spaces • Source files in vector format (AI or SVG) and high-resolution PNG with transparent background • A quick style guide noting colour codes and any fonts used Clean geometry, balanced negative space, and s...
...Compliant Software 1. Introduction This report outlines the technical, functional, and regulatory requirements for developing software that is compliant with 21 CFR Part 11, capable of communicating with a Programmable Logic Controller (PLC), displaying real-time process data, and controlling PLC operations. Such software is typically used in FDA-regulated industries including pharmaceuticals, biotechnology, medical devices, and food & beverage manufacturing. The goal is to ensure that the software meets data integrity, security, auditability, and electronic record/electronic signature (ER/ES) requirements while maintaining reliable and secure industrial control system integration. ________________________________________ 2. Overview of 21 CFR Part 11 21 CFR Part 11 is a U.S....
The assessment directly aligns with the competencies by requiring students to analyze the importance of microbiology and provide examples, such as in the environment, in biotechnology, as pathogens, and in medical microbiology. It ensures that they have a comprehensive understanding of the subject matter. Additionally, asking students to identify significant historical events in microbiology implies a recognition of the historical context, contributing to a more holistic understanding of the field and how germ theory and current microbiology practices originated. Asking students to use evidence to evaluate the evolutionary relationship between bacteria, archaeans, and eukaryotes requires a deep understanding of chemistry, molecular biology (nucleic acids), microbiology principles (e...
I’m looking for a biotechnology-qualified Subject Matter Expert—ideally someone who already holds a Master’s in Biotechnology and a B.Ed. (or is currently completing a D.El.Ed.)—to develop fresh, postgraduate-level learning materials for my program. Your core task is content creation. I need rigorously researched, clearly structured modules that can stand alone or slot into an existing curriculum. Think lecture notes, slide decks, reading lists, case-study write-ups, assessments with answer keys, and concise teacher guides that explain learning objectives and suggested delivery methods. Every piece must be: • Accurate and referenced to current peer-reviewed sources • Written in plain English that still respects postgraduate depth ...
...Generation and Germ Theory. In addition discuss how the understanding of germ theory has been applied in the development of medical microbiology. Discuss the term ubiquitous, evaluating why it is an appropriate term to use to describe microbes and their importance . Include the following in your response and provide examples: the importance of microorganisms in shaping the environment their use in biotechnology . You are a scientist researching West Nile virus, a mosquito-borne pathogen. You note that a number of cases of West Nile disease in your county skyrocketed to their highest levels ever this past summer, which also was the wettest summer in 100 years. Using the scientific method develop a sound hypothesis explaining the increase in disease cases last summer anddesign a ...
...Rankings (Top 200) for a variety of specialized roles in advanced technology, environmental sciences, and biotechnology sectors. This will involve sourcing, screening, and presenting top talent in line with our strict must be from top 100-200 QS ranking universities excluding universities in China . Key Responsibilities: Talent Sourcing: Identify and source qualified PhD candidates from institutions within the QS World University Rankings (Top 200), excluding China-based universities, in the following fields: Artificial Intelligence (AI) High-Tech Engineering Environmental Sciences Automation & Robotics New Energy & Renewable Energy Nanotechnology Biotechnology and related interdisciplinary fields PHD Candidate Screening: Evaluate candidates to ensure t...
I need a skilled professional to design antisense oligonucleotides (ASOs) for the purpose of gene knockdown targeting a specific gene in mammalian cells. Key requirements: - Design ASOs targeting a specific gene - Expertise in molecular biology a...need a skilled professional to design antisense oligonucleotides (ASOs) for the purpose of gene knockdown targeting a specific gene in mammalian cells. Key requirements: - Design ASOs targeting a specific gene - Expertise in molecular biology and oligonucleotide design - Experience with mammalian cell systems - Ability to validate ASO effectiveness Ideal Skills: - Background in genetics or biotechnology - Proficiency in RNA biology - Previous experience with gene knockdown techniques Please provide samples of prior work and relevant e...
...to make that happen. Your core mission is straightforward: identify and convert new business opportunities inside the bakery sector, then turn those wins into long-term, high-value relationships. Key Account Manager – Baking Ingredients (North America) USA Full-time | Sales & Business Development | Food Ingredients Industry About Angel Yeast Angel Yeast is a global leader in yeast and biotechnology, providing innovative baking, food, and fermentation solutions to over 150 countries. We are expanding our North American team and looking for a Key Account Manager to strengthen our baking ingredient business in the U.S. and Canada. What You’ll Do Manage and grow key customer accounts, including industrial bakeries, food manufacturers, and distributors. Identif...
I’m building a Business-oriented biotechnology site and need someone who can handle both the technical build and the science-specific nuances that come with the field. The site must blend three core capabilities: a product catalog with secure sales checkout, a straightforward module for booking our lab and consulting services, and well-structured informational pages that explain our biotech solutions in language the industry expects. I’m open to the framework you prefer—WordPress + WooCommerce, Shopify, or a custom stack—as long as it delivers a responsive, fast, and easily maintained site. Search-friendly architecture, clean UI, and GDPR-ready data handling are non-negotiable. I’ll provide branding assets and draft copy; you’ll translate them in...
SEO / SMO Digital Marketing Executive (Freelancer / Part-time) About Us Tici Nature Lab & Nature Academy is a growing ecosystem in the aquatic and biotechnology education space. We run premium aquarium care, aquascaping products and training programs, including masterclasses, webinars, and offline workshops. We're building a strong digital presence and are seeking a hands-on Digital Marketing Executive who understands strategy + execution. Key Responsibilities The selected candidate will manage and grow our online presence through: SEO Keyword research & competitor analysis On-page optimization (meta tags, content, internal linking, schema) Technical SEO (speed, mobile optimization, indexing, sitemap, crawl issues) Off-page SEO: backlink strategy (industry directo...
I want a thoughtful, well-researched critique of the ethical dilemmas raised by biotechnology in Anil Menon’s “The Beast with Nine Billion Feet.” Your work should move beyond a simple plot summary and instead explore how the novel grapples with questions of scientific responsibility, social equity, privacy, and personal identity. Wherever possible, anchor your discussion in recognised bioethics scholarship so the argument speaks to contemporary debates just as much as to the fiction. Preferred format is a polished written analysis, but if you are more comfortable delivering the insights through a slide deck or a concise video essay, let me know—clarity and academic rigour matter more than medium. Either way, I will need proper citations (MLA or APA), a short...
...expected to reach ten billion by 2025. Present an argument FOR/ OR against this statement. I did slides too, no more than 3 pages! You're just explaining the topic and the understanding of the topic! thank youuuu Example of a subtopic – GMO a panacea to foster food security -GMO a predicament for human health and safety 2. Defend or refute this statement” Biotechnology is now the solution for effecting environmental health through bioremediation). Example of a subtopic – Bioremediation a tool to correct pollution 3. Bioaugmentation and biostimulation strategies to improve the effectiveness of bioremediation are both eco-friendly and economical approaches to clean up chronic and accidental contaminated soil and wate...
...need a concise yet comprehensive set of research-based notes on current Science and Technology topics. Please present everything in well-structured, detailed paragraphs rather than bullet points or mind maps. The material must be original, clearly referenced, and written in clear academic English that a university student could rely on for further study. I’m happy to specify sub-topics (AI, biotechnology, renewable energy, etc.) once we start, but expect a balanced overview, recent data, and citations from reputable journals or industry reports. Deliverables: • One editable document (Word or Google Doc) of ±3,000 words, organised with headings and sub-headings. • In-text citations plus a short reference list using APA or IEEE—whichever you&rsq...
React Native Developer Needed to Integrate ChatGPT AI Chatbot Into Existing App Project Overview Luminis is developing next-generation biotechnology and aquaculture solutions powered by AI. We are looking for a skilled React Native developer to integrate an AI chatbot (ChatGPT) into our existing app. The chatbot will act as a smart assistant — answering questions, guiding users, and providing insights from our proprietary data in a clean and intuitive chat interface. Key Responsibilities Integrate OpenAI’s ChatGPT API (GPT-4 or GPT-5-Turbo) into our React Native app. Build a chat interface (using react-native-gifted-chat or similar). Set up a secure backend API layer (Node.js, Firebase, or similar) to handle OpenAI API calls. Ensure API key security (no keys stor...
Project Description: We are looking for a reliable and professional LinkedIn Page Manager and Content Creator to manage and grow the NovoTec888 company page. NovoTec888 is a biotechnology product for indoor and vertical farming, based on Bacillus strains that promote root health, nutrient uptake, and plant yield. The goal is to build a consistent, scientific, credible presence for the professional agriculture and biotech audience. Visit []() before applying. Responsibilities: 1. Create and publish 3 posts per week (12 to 14 per month). 2. Develop all content in a professional, scientific, brand-aligned tone. 3. Ensure posts are visually appealing and educational. 4. Handle engagement tasks and respond to comments or messages. 5.
Hello! Thanks for reaching out to me. I will try my best to provide you with valid leads within a short time. Thanks
I’m looking for a reliable data-sourcing pro to compile 50,000 fresh Office 365 user leads in the United States. Every record must contain: • Full name • Business email address (no info@ or sales@) • Company name • Current job title The ideal contacts work in biotechnology—research labs, biopharma firms, medical device startups, and similar organizations that rely on Microsoft’s cloud stack. Quality requirements • Recent and validated emails with ≤3 % bounce rate (use NeverBounce, ZeroBounce, etc.) • No duplicates, role-based inboxes, or outdated titles • Delivery as a clean CSV or Excel file, ready for import Preferred approach I’m fine with whatever mix of LinkedIn Sales Navigator, ZoomInfo, Apollo, ...
I need a log for a new Fintech brand: BitBioX 1. BitBioX is a digital exchange established for the purpose of trading tokenized biotechnology assets. 1. The BitBioX tagline “Where Liquidity Fuels Discovery” defines the exchange as a live, institutional marketplace where financial liquidity powers scientific progress. 2. Typography & Tone • Use sentence case: “Where Liquidity Fuels Discovery” • Typeface: Montserrat Medium or Neue Haas Grotesk Light (align with BitBioX logotype). • Tagline width: 85–90% of logotype width. • Line spacing: +20% relative to logo baseline. • Maintain clean spacing above and below tagline (suggested: 1/4 logo height). . The final lockup should position the tagline directly beneath the BitBi...
Project Description: We are looking for a reliable and professional LinkedIn Page Manager and Content Creator to manage and grow the NovoTec888 company page. NovoTec888 is a biotechnology product for indoor and vertical farming, based on Bacillus strains that promote root health, nutrient uptake, and plant yield. The goal is to build a consistent, scientific and credible presence that educates and engages the professional agriculture and biotech audience. Before applying, visit to learn more about NovoTec888 and assess whether your background and content style match our scientific brand. Responsibilities: 1) Create and publish 3 posts per week (12–14 per month) on the NovoTec888 LinkedIn page. 2) Develop all content (text + visuals) in a professional
I need a biotechnology specialist to investigate sous-vide cooked chicken breast from two angles at once. First, the microbial side: a reliable estimate of total bacterial load, with special attention to any pathogens that survive low-temperature cooking. Second, a nutrient deep-dive that covers protein composition, peptide sequencing and a complete amino-acid profile so I can see how the cooking method alters nutritional quality. You will be expected to design or refine appropriate protocols, carry out or supervise the lab work (classical plate counts, qPCR, HPLC, LC-MS/MS or comparable techniques as you judge fit), and then translate the raw numbers into a concise, publication-ready report. Deliverables • Experimental plan with chosen assays and justification • Cle...
...ed. style for in-text citations, reference list, and all tables/figures. • Deliver the report as an editable Word document plus any supplementary Excel sheets used for data extraction. Ideal collaborator You have proven experience conducting systematic reviews in nutrition, epidemiology, or public health and are comfortable applying PRISMA and risk-of-bias tools. Familiarity with food biotechnology terminology will help you move quickly. Timeline Please outline how many days you need for the search, screening, extraction, and write-up phases. Early drafts are welcome so I can provide directional feedback before the final submission. I’ll be available throughout the project for clarifications and will promptly supply any additional materials you might need....
I’m a biotechnology student who blends scientific insight with everyday wellness, and I’m ready to level-up my online presence. The immediate need is a series of social media posts that distil evidence-based nutrition advice into clear, engaging bites my audience can act on right away. Here’s what I’d like delivered: • A set of ready-to-publish posts (static images or short carousels) that translate my biotech knowledge into practical tips people can follow for healthier eating and cleaner living. • Captions that open with a hook, explain the science in simple language, and close with a concise takeaway plus 3–5 smart hashtags. • Visuals in Canva (or a similar tool) so I can tweak colours and logos later if needed. Clean, nature-insp...
I am building a proof-of-concept platform that shows how artificial intelligence can accelerate early-stage drug discovery in biotechnology and molecular biology. The MVP must let a scientist log in, upload raw protein or gene data, run an automated analysis that predicts promising drug interactions, and then explore those interactions through an interactive molecular viewer. For the initial demonstration I want to concentrate on cancer-related targets—think p53, KRAS and similar oncogenic proteins—so the workflow has to accept the typical file formats researchers already use and return clear, reproducible affinity scores or other relevant output that a bench scientist could validate. Key expectations • Secure data upload and storage • A back-end mod...