🎓 MCA (Artificial Intelligence) Graduate | Amrita Vishwa Vidyapeetham (Amrita Ahead)
💡 AI/ML Engineer | Full-Stack Developer | Generative AI & Agentic AI Enthusiast
I’m an AI/ML Engineer and Full-Stack Developer passionate about building intelligent, scalable, and production-ready systems that solve real-world problems.
My expertise spans across Machine Learning, Deep Learning, NLP, and Generative AI, combined with modern web development to deliver end-to-end AI-powered applications.
I focus on building → deploying → scaling real solutions rather than just models.
Currently, I’m exploring:
- 🤖 Generative AI — LLMs, RAG pipelines, LangChain, Ollama
- 📈 Applied Machine Learning — Healthcare, Supply Chain & Forecasting
- 🌐 Full-Stack AI Apps — React, Django, FastAPI, Streamlit
- ⚙️ Optimization & Analytics — Dynamic Pricing, Time-Series Forecasting
- ☁️ Deployment & MLOps — GCP, APIs, Model Serving
🌡️ Smart Health Risk Predictor using Machine Learning
Multi-disease risk prediction (Heart, Diabetes, Kidney, Stroke) using Logistic Regression, Random Forest, SVM, and XGBoost with comparative evaluation and deployment-ready pipeline.
🧩 AI-Powered Resume Enhancer (NLP & Transformers)
Resume analysis and enhancement system built using Hugging Face Transformers and LangChain with real-time suggestions.
📊 Inventory Optimization & Demand Forecasting
ML-based demand forecasting and optimal inventory strategy using regression, clustering, and business analytics.
💬 Dictionary & Grammar Chatbot (Major Project)
NLP + Generative AI chatbot for word meanings, grammar correction, and contextual suggestions using LLM + RAG.
🌐 AI Web Applications (React + Django + FastAPI)
Full-stack AI apps integrating ML models with modern frontend (React) and backend APIs (Django/FastAPI).
Languages: Python, JavaScript, C
Frontend: React.js, HTML5, CSS3, Tailwind CSS
Backend: Django, FastAPI, Flask
AI/ML: TensorFlow, PyTorch, scikit-learn, Hugging Face, LangChain
Tools: Git, Docker (learning), Jupyter Notebook, Google Colab
Cloud Platforms: Google Cloud Platform (GCP), Microsoft Azure
Databases: MySQL, PostgreSQL, MongoDB (NoSQL)
Data Tools: Excel, Power BI, Tableau
Additional Interests: IoT Systems, Edge AI, Drone Technology
📧 Email: ittyavirac.abraham@gmail.com
