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  • Free-Lancer
  • Berlin

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JaiEnfer/README.md

Hi, I'm Jai Prakash 👋

ML Engineer & Data Scientist · Berlin 🇩🇪
I build production-ready ML systems — from raw data to deployed APIs with monitoring, drift detection, and CI/CD.

🛠 What I Work On

MLOps & Deployment FastAPI Docker MLflow Evidently CI/CD pytest Ruff

ML & Deep Learning PyTorch TensorFlow scikit-learn OpenCV MONAI ConvNeXt ResNet Grad-CAM

LLM & AI RAG LlamaIndex FAISS Ollama Gemini API Prompt Engineering AI Agents sentence-transformers

Data & Backend Python SQL PostgreSQL SQLAlchemy Kafka Pandas NumPy Streamlit

🚀 Featured Projects

Project What it does Stack
AI Merchant Copilot Production-ready AI Merchant Copilot Next.js · FastAPI · Gemini AI · PostgreSQL · Docker
AI Job Application Agent A real AI Job Application Agent for Germany FastAPI · PostgreSQL · Playwright · React · React Router
ML Monitoring System Production ML with drift detection, alerting & CI/CD FastAPI · Evidently · Docker
MLOps Pipeline Full ML lifecycle: DVC, MLflow, FastAPI, CI DVC · MLflow · Docker
Predictive Maintenance Industrial failure prediction with FastAPI inference scikit-learn · FastAPI · Docker

📊 GitHub Stats

📬 Let's Connect

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  1. ai-job-agent ai-job-agent Public

    A real AI Job Application Agent for Germany

    Python

  2. ml-monitoring-system ml-monitoring-system Public

    Production-style Machine Learning service with monitoring, data drift detection, and CI/CD. Built using FastAPI, scikit-learn, Evidently, SQLite, Docker-ready, and GitHub Actions.

    HTML

  3. fraud-detection-pipeline fraud-detection-pipeline Public

    Production-style real-time fraud detection system with streaming ingestion (Kafka/Redpanda), FastAPI serving, PostgreSQL storage, ML anomaly detection (Isolation Forest), and CI/CD via GitHub Actions.

    Python

  4. german-job-matcher-rag german-job-matcher-rag Public

    A local LLM + RAG system that matches resumes with German job descriptions using FAISS, explainable retrieval, and ATS-style scoring — focused on Berlin and EU roles.

    Python

  5. replynto-company replynto-company Public

    Replynto is a multi-tenant B2B AI email and task automation platform that connects to company inboxes, classifies and drafts replies using LLMs, routes them through an approval workflow, executes a…

    Python

  6. berlin-realestate berlin-realestate Public

    Multi-task CNN for real-estate images: room type classification and photo quality estimation with PyTorch, failure analysis, and Streamlit demo.

    Python 1