It started with a curiosity.
From curious childhood experiments to training complex ML models, my journey has been driven by an insatiable hunger to understand 'how'. I'm currently documenting my entire life path—failures, learnings, and small wins—in a detailed blog series.
Experience
ML Intern
Reliance JIO Infocomm Limited
- Applying my skills to real world problems & drinking some machine coffee.
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Projects
A small selection of projects that showcase my passion for building things!
Drowsiness Detection System
A real-time computer vision system to detect driver drowsiness using YOLO and PyTorch.
The Solution
Developed a YOLO-based computer vision model in PyTorch to detect signs of driver drowsiness by monitoring facial landmarks such as eye closure and yawning frequency. The system processes live video feed from a camera and triggers an audible alert when drowsiness is detected.
Celebrity Image Recognition
A machine learning system that classifies celebrities based on scraped images using an ensemble of models.
The Solution
Built a pipeline to scrape celebrity images via Google Images, processed them using OpenCV and NumPy, trained an ensemble of models—including XGBoost, Random Forest, LightGBM, and Logistic Regression—and deployed the classifier through a Flask-based web UI.
Let's Collaborate Guys!
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.