Hi, I'm
Building data-driven solutions with Machine Learning, Analytics, and AI.
I’m a Computer Science Engineering postgraduate focused on Data Science, Machine Learning,Deep Learning, and Artificial Intelligence.
I build intelligent systems that turn real-world problems into practical, data-driven solutions — from predictive modelling and analytics to computer vision and AI-powered applications.
My projects span football analytics, weather analytics, predictive systems, object detection, and intelligent safety solutions. I enjoy working across the complete ML lifecycle, from data collection and preprocessing to model development, evaluation, deployment, and real-world testing.
$ whoami
Data Scientist / ML Engineer
$ skills
Python · SQL · ML · DL · Statistics
$ current_focus
Machine Learning & AI
Python • Statistics • Machine Learning • Deep Learning
Python • SQL • Power BI • Data Visualization
A selection of machine learning, analytics, computer vision projects built from data to deployment.
Computer vision system that detects highway rumble strips from forward-facing road video using RF-DETR and generates an early driver warning.
Repositories
ML Projects
Computer Vision Systems
Coding Problems
Deployed Apps
Consistently practicing Data Structures, Algorithms and Interview Problems.
Improving the V1 computer vision prototype to achieve earlier rumble-strip detection and more reliable driver warnings using an expanded dataset, hard-negative mining, temporal detection, and improved evaluation across diverse highway conditions.
Current Progress: Dataset Expansion & Hard-Negative Mining
Building a computer vision system to detect potentially hazardous objects such as gas cylinders and shock absorbers in scrap yards and waste-management environments. The goal is to identify hazardous objects before they are exposed to burners, furnaces, or high-temperature processing, helping reduce the risk of serious industrial incidents.
Learning the NLP and Transformers.
CNNs, Transfer Learning & Computer Vision.
Python, SQL, Statistics and Machine Learning.
Find me across the platforms where I build, practice and share my work.
I'm currently open to opportunities in Data Science, Machine Learning and Data Analytics.
hemnaththangavel@gmail.com