Data Scientist · ML Engineer · AI Engineer
Building intelligent systems that turn raw data into decisions — with Python, machine learning, and generative AI at the core.
// quick profile
About Me
I'm a B.Tech IT graduate from CUSAT with a strong foundation in machine learning, deep learning, and generative AI. I don't just build models — I build complete, deployable systems with real-world impact, from data ingestion through to API delivery.
My work spans regression and classification systems, real-time computer vision pipelines, LLM-powered chatbots, and text-to-image generation. I've shipped end-to-end projects integrating Flask APIs, PostgreSQL databases, and interactive frontends.
I'm currently seeking roles in ML engineering, AI application development, and data science where I can apply this breadth to production problems — and keep pushing into cloud platforms and advanced CV frameworks.
Classification, regression, CNNs, and neural networks using Scikit-learn, TensorFlow, and PyTorch.
Hands-on experience with LLaMA, Stable Diffusion, and Hugging Face Transformers for real applications.
Real-time facial emotion recognition using OpenCV, TensorFlow, and Keras across 7 emotion classes.
Technical Expertise
What I've Built
NOx Emission Prediction System
Predicted harmful NOx emissions from gas turbine sensors to support environmental compliance and process optimization in industrial settings.
Heart Failure Prediction System
Built a clinical risk classifier on the UCI Heart Failure dataset with an integrated AI chatbot interface, making predictions accessible to non-technical medical staff.
Loan Default Risk Prediction
Developed a credit risk assessment engine that predicts loan default probability from financial data, with class imbalance correction for reliable minority-class detection.
Interview Assistant: Facial Emotion Detection
Built a real-time emotion recognition system for interview contexts, classifying 7 emotion states from live webcam feeds with confidence scoring for interpretability.
AI Image Generator — Stable Diffusion
Implemented a text-to-image generation pipeline using Stable Diffusion v1.4, translating natural language prompts into high-quality visual outputs via the Diffusers library.
AI Chatbot — LLaMA + Streamlit
Deployed a locally-running LLM-based conversational agent using LLaMA via Ollama, with stateful multi-turn context management and a Streamlit interface for non-technical users.
Professional History
Python Programming Intern
Verveox Technologies
Academic Background
B.Tech in Information Technology
Cochin University of Science and Technology (CUSAT)
2020 – 2024 · Graduated with Distinction
Credentials
Data Science with Generative AI
Entri Elevate · Illinois Tech · NSDC
Apr 2026
Introduction to Generative AI
Google Cloud
Aug 2025
Python · Machine Learning · Deep Learning
Kaggle
Mar 2023
Get In Touch
I'm actively looking for ML/AI engineering roles. If you're hiring or want to discuss a project, I'd like to hear from you directly.