I provide Next-Gen AI-powered Web & Mobile App Development, UI/UX Design, Enterprise Mobility Solutions, and Application Maintenance Services. My team empower Fortune 500 companies and ambitious startups to scale, innovate, and accelerate digital transformation. 1. Core Services Resource Augmentation – Hire IT Resources On-Demand Mobile Applications – iOS, Android, Flutter, React Native, Xamarin Web Application Design & Development AI Development & Consulting Digital Transformation Solutions UI/UX Design & Development Custom Software Development SaaS Application Development Cloud & Data Migration Digital Product Engineering Digital Marketing – SEO, SEM, SMM E-Commerce Solutions – Custom & Template-Based Marketplace Platform Development Full Stack Development 2. IT Resource Augmentation – Scale Your Team with Ease Need expert developers, designers, or AI specialists on demand? We offer flexible IT staffing solutions for both short-term and long-term needs: Full-Stack Development AI & Machine Learning Mobile & Web Development UI/UX Design Cloud & DevOps Engineering Hire top-tier talent without the overhead costs. 3. Technical Expertise iOS: Swift, Objective-C Android: Kotlin, Java Hybrid Mobile: React Native, Flutter Frontend: ReactJS, AngularJS, Next.js, Vue.js, HTML, CSS3, jQuery Frameworks: Bootstrap, Laravel, CodeIgniter, Yii, Node.js, Express.js, Nest.js, Python Microsoft Tech: .Net, C#, ASP.NET AI/ML Frameworks: TensorFlow, PyTorch, Hugging Face, OpenCV, Ultralytics LLMs & Gen AI: LangChain, LlamaIndex, OpenAI, FAISS, Stable Diffusion ML Algorithms: XGBoost, Random Forest, SVM, CNN, LSTM, BERT, GPT-2, Transformers MLOps: MLflow, Jupyter, Google Colab, GitHub, VSCode Data Science & Visualization: Pandas, NumPy, SciPy, Matplotlib, Seaborn, Plotly, Tableau CMS: WordPress, Shopify UI/UX Tools: UX Audit, Branding, Wireframing, Prototyping Cloud: AWS (S3, Lambda, EC2), Azure, Google Cloud Custom WebRTC Applications & Crypto Wallets 4. Industries Served Healthcare & Telemedicine Transport & Logistics E-Learning & LMS On-Demand Services – Taxi, Delivery E-Commerce & Marketplaces Recruitment & Job Portals FinTech & Digital Banking Insurance Real Estate & Property Management Fitness & Wellness OTT & Entertainment Travel & Hospitality Social Media & Dating Platforms Rental Platforms NGO & Crowdfunding Platforms Events & Ticketing AR/VR & Emerging Tech CRM, ERP & POS Systems Let’s connect and create the perfect solution for your business. Message me today to get started.

SUMMARY MSc Data Science graduate (Distinction, University of Surrey) and Backend/AI Engineer with hands-on experience building explainable ML pipelines, automated model training and evaluation systems, and Azure-integrated backend platforms (Azure AD, Microsoft Graph API) within a small, cross-functional product team. Practical, self-directed experience with LLM tooling - LangChain, the OpenAI API, and Hugging Face transformer models - combined with strong foundations in Python, Django, and MLOps-style validation and artifact tracking. Comfortable collaborating with engineers, AI specialists, and non-technical stakeholders to ship reliable, auditable AI systems.

🎯 Hello! My name is Max, and I’m an experienced AI developer at JoinToIT, combining expertise in artificial intelligence, Machine learning, and modern software engineering. As an AI developer, I build intelligent solutions that transform business ideas into practical, scalable products. I also work closely as a data scientist and web developer, helping companies turn data into valuable insights and user-friendly applications. 🦾 About Me: ✔ AI developer passionate about building intelligent software powered by Machine learning; ✔ experienced in designing AI-driven applications, predictive models, and automation systems; ✔ data scientist with expertise in data analysis, feature engineering, and model evaluation; ✔ Ai developer working with Python, TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy, and OpenAI APIs; ✔ machine learning solutions for recommendation systems, NLP, computer vision, forecasting, and anomaly detection; ✔ web developer experienced in integrating AI models into scalable web applications and APIs; ✔ strong background in REST APIs, cloud deployment, databases, and distributed systems; ✔ focused on writing maintainable, efficient, and production-ready code. Technology has always been my passion. As an AI developer, I appreciate solutions that are simple, reliable, and genuinely useful. I believe artificial intelligence should solve real business challenges rather than exist as a trendy feature. My work as a data scientist begins with understanding data, continues through building Machine learning models, and finishes by deploying production-ready AI systems that create measurable value. I value clean architecture, transparency, and long-term maintainability. As an AI developer, I enjoy designing scalable AI pipelines, automating business processes, and integrating Large Language Models into existing products. My experience as a data scientist allows me to transform raw datasets into actionable business intelligence, while my background as a web developer helps deliver complete end-to-end solutions. JoinToIT has more than 10 years of experience delivering software solutions worldwide. Our engineers include experienced AI developer specialists, Machine learning engineers, data scientist professionals, and web developer experts working together to build innovative digital products for startups, SMBs, and enterprise companies. 🦾 Industries we work with: ✔️ Artificial Intelligence ✔️ Healthcare ✔️ Finance ✔️ Education ✔️ Manufacturing ✔️ Retail & E-commerce ✔️ Logistics ✔️ Marketing Technology ✔️ SaaS Platforms Our AI developer team creates intelligent assistants, AI-powered SaaS platforms, recommendation engines, forecasting systems, document processing solutions, and automation tools. Every Machine learning project is designed with scalability, performance, and business goals in mind. Our data scientist specialists build analytical pipelines that help organizations make informed decisions, while every web developer ensures AI features integrate naturally into intuitive web platforms. I particularly enjoy working on projects involving generative AI, natural language processing, intelligent automation, computer vision, and predictive analytics. As an AI developer, I constantly explore new research, frameworks, and deployment strategies to deliver practical innovations instead of experimental prototypes. My experience as a data scientist helps optimize models for accuracy and performance, while my work as a web developer ensures AI products remain accessible, responsive, and user-friendly. Our development approach combines Agile, Scrum, and Kanban methodologies. AI developer specialists collaborate with Machine learning engineers, data scientist professionals, UI/UX designers, QA engineers, and business analysts to deliver complete software solutions from idea to production. 🎯 Technical expertise: ➕ Languages: Python, JavaScript, SQL, HTML, CSS ➕ AI & Machine learning: TensorFlow, PyTorch, Scikit-learn, Hugging Face, OpenAI API, LangChain ➕ Data Science: Pandas, NumPy, Matplotlib, Feature Engineering, Data Visualization, Statistical Analysis ➕ Backend: Django, Flask, FastAPI, REST API, GraphQL ➕ Databases: PostgreSQL, MySQL, MongoDB, Redis ➕ Cloud & DevOps: AWS, Docker, Kubernetes, CI/CD Beyond software engineering, I enjoy learning about systems programming, embedded systems, and electronics. I also believe in open technologies, privacy, self-hosting, and owning your own infrastructure whenever possible. Outside of development, I'm always happy to discuss science fiction, Warhammer 40K, self-hosting, development ergonomics, or simply exchange stories about our cats. Whether you need an AI developer to build intelligent products, Machine learning solutions to automate business processes, a data scientist to unlock value from your data, or a web developer to deliver scalable web applications, I'd be happy to help turn your idea into a successful product. 🚀

✅ EXPERT-VETTED 🎖 TOP RATED PLUS (Top 1% 🥇 of GLOBAL talent on Upwork). I am a Data Scientist, AI, Machine Learning, and Software Engineer with over 9 years of professional experience building software at any scale. I used to work at large companies such as Yandex as well as in many successful startups. Now I am running Shapeion Technologies, providing software and ML consulting for companies around the globe, to accomplish their business goals. I have been managing startup projects with client teams and have helped draft product roadmaps, planning, and talent acquisition. I have a good network of engineer talent who can help build product MVPs effectively. Products made by me helped startups to raise millions of USD. I have a team of 15 professional Data Annotation specialists who have completed many projects in the Natural Language Processing and Computer Vision fields. They are fluent in the following data annotation platforms: CVAT, Doccano, and ProdiGy. Here is a brief summary of my expertise: ● 2000+ worked hours and 30+ projects completed PERSONALLY only at Upwork ● Created MVPs for various startups and companies that raised millions of USD ● Helped 30+ businesses to reach their goals in time I am proficient in: ✅ Data Science and Machine Learning: ● classification and regression tasks ● time-series prediction (ARIMA, ...) ✅ Natural Language Processing (NLP): ● Text classification (including Sentiment Analysis, Aspect-Based Sentiment Analysis) ● Named Entity Recognition (NER, automatic extraction of relevant entities, like names, locations, dates, etc) ● Chat-Bots (Deep Learning or Rule-Based chat-bots for various domains) Frameworks: SpaCy, HuggingFace, Transformers, NLTK, Langchain, Pinecone Annotation platforms: Doccano, ProdiGy, Clarifai Architectures: BERT, LongFormer, GPT-3, GPT-4 Domains: MedTech, E-Commerce, HRM, AD-tech ✅ Computer Vision (CV): ● Image Classification ● Object Detection (YoLo) ● Instance segmentation / Semantic Segmentation (Mask R-CNN) ● Optical Character Recognition (OCR) Frameworks: PyTorch, TensorFlow, Keras, DarkNet, Detectron, Detectron2, Fast.ai Annotation platforms: CVAT, Clarifai Domains: Medical Imaging, CCTV (surveillance), NFT, LegalTech (document analysis) ✅ Full-Stack Development: ● Backend (FastAPI, Flask, Django, django-rest-framework, Node.js, JavaScript, PHP, Yii Framework) ● Frontend (Vue.js, React.js) ● WordPress ● CI/CD (Docker, docker-compose, Kubernetes, k8s, Ansible, Terraform) ● Databases (PostgreSQL, MySql, MongoDB, OracleDB, ArangoDB, ClickHouse, GraphDB) ● AMQ (Celery, RabbitMQ) Technical skills: Python, Javascript, Go, Java, Spring Boot, Gradle, Node.js, Angular, Tensorflow, Keras, NumPy, Serverless Frameworks, Docker, Terraform, Ansible, Kubernetes, Jenkins, Spinnaker, GitOps, DataOps, AWS. GCP, Azure, JAMstack, GraphQL, MEAN Stack, React, Redux, ES6, Express, MongoDB, Redis, Linux, Etcd, Consul, Kinesis, Redshift, DynamoDB, Spark, Hadoop, Kafka, PostgreSQL, MySQL, ELK, Git, Flask, and Django. Thanks for your consideration! "Alexander was excellent. He managed expectations well and overperformed on the work. Communications were excellent. He saved us 100s of hours of work by automating our processes. He's more expensive than many people on Upwork, but appears to be exceptionally good an reliable." - Tom Mather

AI Engineer | Building Production-Ready AI That Delivers ROI With 8+ years of experience in AI, Machine Learning, and Data Science, I've built and deployed 40+ AI solutions across Healthcare, Travel, Fintech, E-commerce, Manufacturing, SaaS, and HR Tech. I specialize in transforming complex business challenges into scalable AI systems that improve efficiency, reduce costs, and drive measurable business outcomes. 𝐈𝐦𝐩𝐚𝐜𝐭 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝 ✅ Built GenAI chatbot platforms serving 75K+ monthly users, reducing support costs by 70% while achieving 96% customer satisfaction ✅ Developed computer vision systems with ~99% accuracy, generating $5M+ annual operational savings ✅ Created AI forecasting solutions that improved prediction accuracy by 60% and reduced inventory waste by 35% ✅ Designed enterprise RAG and document intelligence systems processing 100K+ documents daily 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 Generative AI & LLM Applications : -- RAG (Retrieval-Augmented Generation) -- AI Agents & Multi-Agent Systems -- Enterprise Knowledge Assistants -- Custom Copilots & Chatbots -- Prompt Engineering & Evaluation -- LLM Fine-Tuning & Optimization Models: GPT-4, Claude, Llama, Mistral, Gemma 𝐍𝐋𝐏 & 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 -- Intelligent Search Systems -- Information Extraction -- Semantic Search -- OCR Pipelines -- Document Processing Automation -- Conversational AI 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧 & 𝐌𝐮𝐥𝐭𝐢𝐦𝐨𝐝𝐚𝐥 𝐀𝐈 -- Object Detection & Tracking -- Defect Detection Systems -- OCR & Document Vision -- Video Analytics -- Custom YOLO Solutions -- Multimodal AI Applications 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐯𝐞 𝐀𝐈 & 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 -- Demand Forecasting -- Recommendation Systems -- Anomaly Detection -- Predictive Analytics -- Time-Series Modeling -- Classification & Regression Systems 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 -- AI Voice Agents -- WhatsApp Bots -- Workflow Automation -- End-to-End AI Operations -- Customer Support Automation 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 Languages & Frameworks Python • FastAPI • Django LLM & AI Frameworks LangChain • LangGraph • LlamaIndex • Hugging Face Vector Databases Pinecone • Weaviate • FAISS • ChromaDB • Redis Cloud & MLOps Azure • AWS • Docker • MLflow • CI/CD Databases PostgreSQL • MongoDB • Redis 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞 ✔ Production-ready AI systems, not prototypes ✔ End-to-end ownership from architecture to deployment ✔ Enterprise-grade scalability, security, and monitoring ✔ Clear communication and predictable delivery ✔ Proven track record across multiple industries ✔ Supported by a network of 30+ AI specialists for larger engagements 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐒𝐞𝐫𝐯𝐞𝐝 Healthcare | Travel | Fintech | E-commerce | Manufacturing | SaaS | HR Tech | Education 𝐋𝐞𝐭'𝐬 𝐁𝐮𝐢𝐥𝐝 𝐀𝐈 𝐓𝐡𝐚𝐭 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐬 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 Whether you need a GenAI application, RAG system, AI agent, computer vision solution, forecasting model, or end-to-end AI platform, I can help turn your business challenge into a production-ready AI solution.

First of all, We help business to automated their repetative task to save their time. Also we help to develop any AI system that helps to grow a company. We develop end-to-end digital and AI systems, from prototype to production, for research labs, startups, and technology-driven organizations. I am the Head of the Informatics Section at the Genomics and Informatics Lab, where I lead a team of expert computer scientists and developers specializing in AI models, intelligent agents, automation, Businees automation, data science, and full-stack web development. Our informatics team serves as a high-performance unit for AI-powered innovation. I personally manage project strategy, system architecture, and delivery to ensure that each solution is enterprise-grade. Core Competencies (Led & Delivered by My Team) AI Model Design & Fine-Tuning: Custom ML/DL models are developed with PyTorch, TensorFlow & Hugging Face for genomics, analytics, and automation. AI Agents & Chatbots: Intelligent systems built with LangChain, RAG, and OpenAI APIs for research, data handling, and workflow automation. Full-Stack Web Development: SCALABLE PLATFORMS USING: React, Node.js, Django, and FastAPI. Deploy securely on AWS, Azure, or custom servers. Business automation: We use different AI tools such as n8n, make,zapier, python or coding automation all to automated any repetative task of company to save their task. Data Science & Bioinformatics Pipelines: Data cleaning, ETL, visualization (Plotly, Tableau), and predictive analytics on large datasets. MLOps, DevOps & Infrastructure: CI/CD automation, Docker, Kubernetes, and secure cloud environments. In all, we have delivered over 25 successful projects—helping clients automate their workflows, visualize insights faster, and build intelligent systems that really work. Unlike individual freelancers, you get a full team of specialists under my leadership, with one point of contact-you. That means clear communication, faster delivery, and top-tier quality. Ready to transform your data into intelligence? Let's talk about how my team can bring your idea into reality. AI, Web Development, Chatbots, AI automation , Data Science, Genomics Feel free to contact us. WE ARE ALWAYS READY TO HELP YOU.

I'm an Upwork Expert-Vetted Data Scientist who covers what usually takes two specialists: classic ML and modern LLM systems, shipped to production. Nobody understands your business like you do, and you know exactly the bottleneck you want gone. You want someone who can see it just as clearly, bring it to life the way you imagined, and build it to last. That has been my track record. Imagine handing off your idea, and what comes back makes you say, "This is exactly what I had in mind!" That is the feedback I hear most from my clients. Here's what working together looks like: You explain the vision. I turn it into a clear plan, build the system end-to-end, and ship something your team can actually run and trust. Whether it's an LLM or RAG application, an AI agent, or a forecasting or anomaly-detection engine, it is handed over to you already deployed in production, documented, and yours to keep building on. What my clients say: → "She took our vision as her own and brought it to life." → "When she says she'll handle something, it's done." → "Hwei is the proverbial needle in a haystack. She gets it. She gets it done." Recent projects: • A US women's health startup: I led the AI intelligence layer behind their production multi-agent chatbot, live ahead of their fundraise. • A Fortune 500 consumer brand: I built a shelf-life forecasting platform that turned weeks of manual modeling into 30-second predictions. • An Italian telecom firm: I built an LLM document validation pipeline that cut compliance review from days to minutes, with zero false approvals against their own 99.7% precision target. • A Dutch water consortium: I built an anomaly-detection system that caught real contamination with zero false alarms, then grew it into a 12.3M-measurement data platform that their own team can run without a developer. → Expert-Vetted · Top 1% on Upwork · 100% Job Success → ML and AI since 2018 · 8 published papers · Trained at Fraunhofer SCAI and the University of Hamburg Tell me what you're trying to build, and I'll reply with a clear path forward, built around your goals. ================== Tools and capabilities: • Generative AI and LLMs: large language models, RAG (Retrieval Augmented Generation), AI agents and multi-agent systems, chatbots, prompt engineering, LLM evaluation, vector databases, LangChain, Pydantic AI • Machine learning: predictive modeling, anomaly detection, time series forecasting, predictive maintenance, statistical analysis, deep learning, computer vision, natural language processing (NLP) • Engineering and delivery: Python, FastAPI, Docker, cloud deployment (AWS, Azure, Render), data analysis, data pipelines, interactive dashboards (R Shiny, Streamlit, Gradio), data visualization • Model APIs: OpenAI, Anthropic Claude, Google Gemini, Hugging Face • Consulting: artificial intelligence (AI) strategy, AI implementation, AI consulting, code audits, knowledge transfer

90% of AI projects fail because they are built as toys, not systems. As an Enterprise AI Integration Architect, I build secure RAG pipelines, LLM agents, and n8n automated workflows for B2B scale. If you are a SaaS Founder, Operations Director, or CTO, you already know that off-the-shelf LLMs don't understand your private business data. They hallucinate, they leak sensitive info, and they sit isolated in web browsers instead of talking to your actual business applications. You don't need another generic chatbot. You need a secure, enterprise-grade AI Integration layer that automates your manual operations and turns unstructured data into an operational advantage. I am an AI Integration Architect, University Gold Medalist (Information Technology), and IBM Certified Data Scientist. I bridge the gap between foundational models and enterprise reality, specializing in custom RAG (Retrieval-Augmented Generation) architectures and autonomous multi-agent workflows that directly cut operational costs. HOW I DELIVER ROI FOR YOUR BUSINESS: • Production-Grade RAG Systems: Grounding LLMs (OpenAI, Claude, Llama) in your private data using LangChain and Vector Databases (Pinecone, Weaviate). Your system gives factual, cited answers instead of creative guesses. • Autonomous Workflow Automation: Building advanced multi-agent workflows using n8n and Make (Integromat). I connect your existing CRMs, databases, and cloud software to custom AI agents to automate document parsing, lead generation, and reporting. • Applied Computer Vision & Document OCR: Engineering intelligent document processing pipelines using custom OpenCV, YOLO, and OCR models to extract clean data from messy invoices and legal PDFs. • Legacy Refactoring: Taking slow, brittle Python scripts or Jupyter Notebooks written by junior developers and refactoring them into clean, containerized FastAPI microservices. THE ENTERPRISE TECH STACK I DEPLOY: • AI & Frameworks: LangChain | LlamaIndex | Hugging Face | PyTorch | OpenAI API • Data & Vectors: Pinecone | Weaviate | PostgreSQL | SQL • Automation & Workflows: n8n | Make | Python Automation | API Integrations • Deployment & Infrastructure: FastAPI | Docker | Kubernetes | CI/CD WHY TOP-TIER CLIENTS TRUST MY INFRASTRUCTURE: An AI model is a liability if your team doesn't know how to use it. I design for production. You receive clean Python code, fully documented FastAPI endpoints, proper Docker containers, and seamless handovers so your internal engineering team can scale the architecture with confidence. YOUR NEXT STEP: Don't post a massive, complex project brief yet. Send me a direct message with a 2-sentence summary of your current manual bottleneck or data challenge. If I can engineer a high-ROI solution for it, I will outline a clear, pragmatic technical architecture for you. If I am not the right fit, I will point you toward the exact tools or specialists who are.

I'm the Technical Director (CTO) at tsukat, an XR & AI studio with a team of 50+ specialists: AI engineers, Unity/Unreal software engineers, web engineers, 3D artists, UI/UX designers, and QAs. I hold a PhD in Engineering Mechanics from KTH Royal Institute of Technology and previously worked on Microsoft's AI Perception and Mixed Reality team, building computer vision and AI algorithms for HoloLens, the Windows Mixed Reality platform, and Azure Kinect. Co-inventor on multiple US patents in computer vision, camera calibration, and head-mounted display tracking. My background is in geometric computer vision: 3D reconstruction, pose estimation, camera calibration, and human and environment tracking. That foundation now drives the AI and ML systems work I lead at tsukat. Since 2017, our team has delivered 300+ projects across healthcare, manufacturing, retail, real estate, education, and marketing. Read verified client reviews on Clutch. WHAT I LEAD ➖ Custom AI applications and Generative AI solutions ➖ Computer Vision systems: detection, tracking, 3D reconstruction, perception ➖ AI agents and workflow automation ➖ Model fine-tuning and prototype-to-production scaling ➖ R&D for novel or non-standard technical problems ➖ Technical advisory: AI/CV architecture review, team augmentation TECHNOLOGIES WE USE ➖ AI & LLMs: ChatGPT, Gemini, LLaMA, LangChain, LangGraph, Hugging Face Diffusers, ComfyUI ➖ Machine Learning: PyTorch, TensorFlow, ONNX ➖ Computer Vision: OpenCV, MediaPipe, YOLO, Ceres Solver ➖ Cloud & Infrastructure: AWS, Azure, Google Cloud, Docker, Kubernetes ➖ Engines (for XR/CV integration): Unity, Unreal HOW WE WORK We cover the full development cycle — prototype → MVP → full production → release. Or we can plug into your in-house team for specific components: AI/CV modules, model training, perception pipelines, or integration support. Planning an AI or Computer Vision solution, or have an early prototype you need to scale? Message me anytime or book a consultation below. Happy to help you find the best direction for your project.

Hello, I'm Shedrah Stop hiring generalist writers and developers who get the medical terminology wrong, create compliance risks, or build AI tools without understanding what happens when they meet real clinical data. You need one partner who understands the clinical side, the regulatory framework, the technology, and the content strategy — all at once. That partner is rare. I'm one of them. I'm Shedrach — a licensed pharmacist operating at the intersection of regulatory writing, clinical AI, health automation, and strategic ghostwriting. I've written IND applications, built pharmacovigilance automation pipelines, validated LLM outputs for drug safety accuracy, and ghostwritten investor-grade white papers that contributed to Series B funding rounds for biotech companies. That range isn't common on Upwork. Most writers don't understand drug mechanisms. Most AI developers don't understand adverse event reporting. Most automation specialists have never read an ICH guideline. I bring all of it to every project. What I do across four specialities: ✅ Regulatory Medical Writing — IND applications, IVDR/MDR technical files, clinical protocols, drug monographs, and submission-ready documents for FDA, EMA, NAFDAC, and WHO frameworks ✅ Clinical AI & LLM Validation — reviewing and red-flagging AI-generated clinical content for drug safety errors, prompt engineering for medical LLMs, pharmacovigilance AI, and LLM fine-tuning for healthcare use cases using GPT-4, Claude API, and Hugging Face ✅ Health Automation & Chatbots — building AI-powered clinical chatbots, end-to-end workflow automation for pharmaceutical and health operations using n8n, Make, Zapier, Relevance AI, and Voiceflow ✅ Health Ghostwriting & Thought Leadership — investor white papers for drug development companies, executive thought leadership for health tech CEOs and biotech founders, evidence-based clinical content for digital health platforms and mental health organisations What clients say: "Investment-grade content — the white paper was a crucial piece of our Series B funding success." — Dr. Lena Wu, CSO, Biogenesis Labs "The clinical guides drove a 40% increase in user sign-ups." — Dr. Julian Hayes, Clinical Director, Mindful Pat If you need cheap content or a quick fix, I'm not your person. If you need a clinical and technical partner who gets it right, gets it done, and understands the stakes — let's talk. Shedrach O. | PharmD | Pharmacist · Regulatory Writer · Clinical AI Specialist · Health Automation Engineer