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danielamissah/README.md

Hi, I'm Daniel πŸ‘‹

Full-stack developer and ML engineer. I build web applications with Next.js and TypeScript, and AI systems with Python, LangChain, and LangGraph.

What I build

  • 🌐 Web apps β€” Next.js, TypeScript, React, deployed on Vercel
  • πŸ€– AI systems β€” RAG pipelines, multi-agent systems, LLM applications
  • ☁️ Backend & cloud β€” FastAPI, PostgreSQL, Docker, GitHub Actions CI/CD

Recent work

Stack

Next.js TypeScript Python React

πŸ“« danielkwameamissah@gmail.com πŸ”— Portfolio Β· LinkedIn

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  1. industrial-sensors-anomaly-detection industrial-sensors-anomaly-detection Public

    LSTM Autoencoder for industrial sensor anomaly detection on NASA CMAPSS β€” AWS SageMaker endpoint, live Grafana + Prometheus monitoring, MLflow tracking, SHAP explainability, SageMaker Pipelines DAG.

    Python

  2. predictive-maintenance-rul predictive-maintenance-rul Public

    XGBoost RUL forecasting for turbofan engine predictive maintenance β€” NASA CMAPSS, SHAP explainability, AWS SageMaker deployment, Grafana + Prometheus monitoring

    Python

  3. rag-technical-assistant rag-technical-assistant Public

    RAG pipeline for autonomous driving research Q&A β€” 389 arXiv papers, ChromaDB vector store, sentence-transformers embeddings, Ollama (local) / Mistral-7B (HF Inference API), FastAPI REST API, Gradi…

    Python

  4. generative-design-assistant generative-design-assistant Public

    LangChain-style agent for AI-powered engineering design β€” arXiv + Semantic Scholar knowledge base, ChromaDB, 4-tool pipeline (parse β†’ retrieve β†’ generate β†’ evaluate), PDF + Word export, MLflow trac…

    Python

  5. sky-sense sky-sense Public

    Built a hyperlocal weather experience using Open-Meteo and OpenAQ APIs with zero API keys. Features mood-based UI theming across 8 weather conditions, canvas-based particle animations (rain, snow, …

    TypeScript

  6. wallet-wise wallet-wise Public

    Full-stack budget tracker built with Next.js 15, TypeScript, Drizzle ORM, Neon Postgres & Clerk. Multi-currency, auto-categorization, savings goals, budget alerts & animated charts.

    TypeScript