π Aspiring AI Engineer | Python | Machine Learning | Generative AI
- π Building real-world AI/ML & GenAI projects
- π€ Specialized in LLMs, RAG Systems & Backend APIs
- β‘ Strong focus on practical, production-level implementations
- π Transitioning into AI/ML Engineering through hands-on projects
- π‘ Interested in AI, Business, and Scalable Systems
π» Programming
- Python
π Data & Analysis
- NumPy, Pandas, EDA, Data Cleaning
- Matplotlib, Seaborn
π€ Machine Learning
- Scikit-learn (Regression, Classification, Model Evaluation)
- Feature Engineering, Cross Validation
π§ Deep Learning / NLP
- TensorFlow, Keras
- NLP Preprocessing, Text Classification
β‘ Generative AI / LLMs
- OpenAI API, LangChain
- Hugging Face Transformers
- RAG Pipelines, Prompt Engineering
π Backend Development
- FastAPI, Django, REST APIs
ποΈ Databases & Tools
- SQL, FAISS
- Git, GitHub, Postman
- Streamlit, Docker (Basic)
π 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
π https://github.com/jacobabhihail-tech/ml-house-price-prediction
- ML regression pipeline using Scikit-learn
- Feature engineering + model evaluation
π https://github.com/jacobabhihail-tech/customer-churn-prediction-ml
- Classification models with tuning & evaluation
- Feature importance analysis
π https://github.com/jacobabhihail-tech/dl-sentiment-analysis
- NLP model using TensorFlow/Keras
- Text preprocessing + classification
π https://github.com/jacobabhihail-tech/fastapi-ml-deployment
- ML model deployed as REST API
- Real-time prediction system
- Advanced Generative AI (RAG, Agents, LLM Optimization)
- System Design for AI Applications
- Production-level AI Deployment
- πΌ LinkedIn: https://www.linkedin.com/in/abin-jacob-a93622335/
- π§ Email: Jacob.abhihail@gmail.com
β Building AI systems, not just projects.
