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jacobabhihail-tech/README.md

Hi, I'm Abhihail Jacob πŸ‘‹

πŸš€ Aspiring AI Engineer | Python | Machine Learning | Generative AI


🧠 About Me

  • πŸ”­ Building real-world AI/ML & GenAI projects
  • πŸ€– Specialized in LLMs, RAG Systems & Backend APIs
  • ⚑ Strong focus on practical, production-level implementations
  • πŸ“ˆ Transitioning into AI/ML Engineering through hands-on projects
  • πŸ’‘ Interested in AI, Business, and Scalable Systems

πŸ› οΈ Tech Stack

πŸ’» Programming

  • Python

πŸ“Š Data & Analysis

  • NumPy, Pandas, EDA, Data Cleaning
  • Matplotlib, Seaborn

πŸ€– Machine Learning

  • Scikit-learn (Regression, Classification, Model Evaluation)
  • Feature Engineering, Cross Validation

🧠 Deep Learning / NLP

  • TensorFlow, Keras
  • NLP Preprocessing, Text Classification

⚑ Generative AI / LLMs

  • OpenAI API, LangChain
  • Hugging Face Transformers
  • RAG Pipelines, Prompt Engineering

🌐 Backend Development

  • FastAPI, Django, REST APIs

πŸ—„οΈ Databases & Tools

  • SQL, FAISS
  • Git, GitHub, Postman
  • Streamlit, Docker (Basic)

πŸš€ Featured Projects

πŸ”₯ GenAI RAG Assistant

πŸ‘‰ https://github.com/jacobabhihail-tech/genai-rag-assistant

  • End-to-end Retrieval-Augmented Generation system
  • Built using LangChain, OpenAI, FAISS & FastAPI
  • Supports document Q&A with conversational memory
  • Streamlit UI + deployed system

🏠 House Price Prediction

πŸ‘‰ https://github.com/jacobabhihail-tech/ml-house-price-prediction

  • ML regression pipeline using Scikit-learn
  • Feature engineering + model evaluation

πŸ“‰ Customer Churn Prediction

πŸ‘‰ https://github.com/jacobabhihail-tech/customer-churn-prediction-ml

  • Classification models with tuning & evaluation
  • Feature importance analysis

πŸ’¬ Sentiment Analysis (Deep Learning)

πŸ‘‰ https://github.com/jacobabhihail-tech/dl-sentiment-analysis

  • NLP model using TensorFlow/Keras
  • Text preprocessing + classification

⚑ FastAPI ML Deployment

πŸ‘‰ https://github.com/jacobabhihail-tech/fastapi-ml-deployment

  • ML model deployed as REST API
  • Real-time prediction system

πŸ“Š GitHub Stats

GitHub Streak


πŸ“š Currently Learning

  • Advanced Generative AI (RAG, Agents, LLM Optimization)
  • System Design for AI Applications
  • Production-level AI Deployment

🌍 Connect With Me


⭐ Building AI systems, not just projects.

Pinned Loading

  1. customer-churn-prediction-ml customer-churn-prediction-ml Public

    Jupyter Notebook

  2. deep-learning-nlp deep-learning-nlp Public

    Jupyter Notebook

  3. ml-house-price-prediction ml-house-price-prediction Public

    Jupyter Notebook

  4. dl-sentiment-analysis dl-sentiment-analysis Public

    Jupyter Notebook

  5. fastapi-ml-deployment fastapi-ml-deployment Public

    Python

  6. genai-rag-assistant genai-rag-assistant Public

    Python