AI/ML Engineer building production ML services and reliable GenAI apps (RAG + Agents).
From raw data → validated pipelines → deployed APIs → decision-ready dashboards.
| Area | What you can expect |
|---|---|
| Production ML delivery | Data validation + leak-safe evaluation → calibrated models → threshold policies → inference-ready artifacts |
| GenAI (RAG & Agents) | Grounded RAG, structured extraction/summarization, tool-calling agents with guardrails & evaluation |
| ML APIs & deployment | Dockerized FastAPI services, strict request/response schemas, versioned artifacts, CI-friendly delivery |
| MLOps & monitoring | MLflow tracking, monitoring signals (latency/errors/drift/cost), reproducibility and quality gates |
| Applied NLP & CV | NLP: classification/extraction/semantic search • CV: classification/detection/segmentation |
| Project | Focus | Link |
|---|---|---|
| Fraud Detection Dashboard | Streamlit app + ML artifacts + decision policies + cost/threshold analysis | Repo |
| EV Charging Analytics Dashboard | Global geo analytics: clustering, KPIs, filters, fast-DC allocation optimizer | Repo |
| Health Intelligence Platform | Decision-ready wellbeing analytics dashboard with actionable insights | Repo |
| Football Matches 2024/2025 Dashboard | Standings, team explorer, head-to-head, match table (Ag-Grid) | Repo |
| Advanced ML Sentiment Lab (Dashboard) | NLP decision views: ROC/PR, threshold tuning, error analysis | Repo |
| Project | Focus | Link |
|---|---|---|
| LLM System Ops — Production Telemetry | LLMOps signals: quality, cost, latency, failure patterns + aligned SFT samples | Repo |
| RAG QA Logs & Corpus | Retrieval + answer evaluation with realistic telemetry and labels | Repo • Dataset |
| Dataset | What it’s for | Link |
|---|---|---|
| YouTube Shorts & TikTok Trends 2025 | Short-form trends analytics and virality exploration | Dataset |
| Cancer Risk Factors | Clean features for health EDA and risk modeling | Dataset |
| Football Matches 2024/2025 (Top Leagues + UCL) | Standardized match-level data for analytics/modeling | Dataset |
| Digital Lifestyle & Mental Wellness | Behavioral signals for wellbeing analytics and prediction | Dataset |
| Project | Focus | Link |
|---|---|---|
| Credit Card Fraud Detection — A Pipeline Journey | End-to-end ML workflow + calibration + threshold policies + exported artifacts | Repo |
| Pima Diabetes Pipeline | Train/evaluate/infer structure with validation + reproducible runs | Repo |
| Text Sentiment Analysis | Strong baselines + calibration + threshold tuning + explainability | Repo |
| Category | Tools |
|---|---|
| Languages & Core |      |
| Data & Analytics |      |
| ML / DL |      |
| NLP / CV / LLM |    |
| Visualization & Apps |      |
| APIs & Deployment |     |
| GenAI / RAG Stack |     |
| Observability & Monitoring |     |
| MLOps & Quality |      |
- 🚀 Build & ship ML/GenAI products: FastAPI + Docker, clean contracts, production-ready delivery
- 🧠 RAG/LLM reliability: retrieval evaluation, grounded answers, guardrails & regression suites
- 🛠️ MLOps: MLflow tracking, CI quality gates, monitoring signals (latency/errors/drift/cost)
Best contact: LinkedIn
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