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working from home
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working from home
41 followers · 164 following

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: YOLO

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iamMashel/README.md

Mashel Odera

I train AI, build with it, and teach it.

AI specialist in Nairobi, working with teams worldwide. I evaluate and train frontier models (RLHF, SFT, multimodal), ship agentic products, and teach the craft, with a scientist's precision and dual degrees in Computer Science and Molecular Biology.

  • 🧠 Train — RLHF/SFT and multimodal evaluation for Turing, Outlier AI, iMerit, Handshake AI and Fortune 500 teams. Ranked top 10% for QA accuracy at Outlier; cut annotation ambiguity 25% at Turing.
  • 🛠️ Build — agentic apps, RAG pipelines, and full-stack products. Python · FastAPI · React 19 · Next.js · Postgres · Docker.
  • 🎓 Teach — 200+ people taught. I believe we can build safe superintelligence one piece at a time.
  • 📍 Nairobi, Kenya · open for projects, remote worldwide.

Selected work

Project What it is
bizflow-ai GenAI document intelligence: RAG, Supabase, Gemini, workflow approval, Langfuse observability.
onagi-health Public-first Ebola outbreak tracker. Next.js 16, fully source-cited data.
sentinel-rag Production-grade RAG support chatbot.
weather_mcp MCP-powered weather app: FastAPI bridge + Nuxt dashboard + National Weather Service.
mashelodera-portfolio This brand, in code. Next.js 16, React 19, Tailwind v4.

What I work with

AI / ML — LLM training (SFT / RLHF), prompt engineering, agentic AI, RAG, model evaluation, trajectory validation Engineering — Python, FastAPI, React 19, Next.js, TypeScript, SQL, Bash, Docker Data & tools — pandas, scikit-learn, Playwright, Postman, Git

Find me

Portfolio · LinkedIn · X · Substack · mashelodera1@gmail.com


Mashel Odera's GitHub stats

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  1. onagi onagi Public

    Onagi: A high-performance, distributed AI Agent platform for building enterprise-grade, RAG-powered chatbots with Google Gemini. Engineered for multi-tenancy, zero-latency, and massive scale.

    Python 1

  2. agent-platform agent-platform Public

    Agent Platform solves the productionization gap for AI agents by providing a scalable backend system for orchestration, observability, evaluation, and deployment. It enables engineers to move agent…

    Python 1

  3. Multiplayer-Snake-Game Multiplayer-Snake-Game Public

    A classic game rebuilt like a real product: React 19 frontend, FastAPI + PostgreSQL backend with JWT auth, automated tests and CI/CD.

    TypeScript 1

  4. bizflow-ai bizflow-ai Public

    Full-stack GenAI document intelligence platform with RAG, Supabase auth/storage, Gemini, n8n workflow approval, Google Sheets logging, and Langfuse observability.

    Python 1