Hey there! I'm Vedant Marodkar, a passionate Data Science and Artificial Intelligence (DSAI) undergrad from the Indian Institute of Technology (IIT) Bhilai. With a strong foundation in machine learning, data analysis, and AI model development, I am always eager to solve real-world problems using cutting-edge technologies. My interests include deep learning, computer vision, and privacy-preserving techniques in ML, and I enjoy building innovative solutions that drive meaningful impact. In my free time, I love watching cricket, esports, and anime, but my greatest joy comes from listening to lofi music.
Currently seeking internship opportunities in the field of Data Science and Machine Learning to apply my skills and contribute to innovative projects. You can contact here if you are interested in hiring me.
Matrice.ai, California, USA (Remote)
Led end-to-end development, deployment, and maintenance of real-time computer vision pipelines using custom and SOTA models (YOLOv11, YOLOv9, RT-DETR, ByteTrack, BotSort) for high-impact applications in retail security and healthcare, achieving up to 15% improvement in detection accuracy. Engineered a video transmission algorithm for bandwidth optimization, improving redundancy by 75% across critical use cases, enhancing performance on edge devices like CCTV cameras, anomaly detection systems, and IoT sensors. Integrated models into a no-code AI platform with real-time fine-tuning capabilities, enhancing deployment efficiency by 2x. Refactored Python packages with secure source code protection using Cython, Twine, and PyPI for efficient and safe distribution.
Tools: Python, YOLOv11, YOLOv9, RT-DETR, Kafka, Docker, PyTorch, AWS, Github Actions, Twine
Chanakya Fellowship Program, TIH-IIT Bombay (Hybrid)
Engineered ML models for a laser bending system in an Industry 4.0 AI/ML manufacturing project, achieving high-accuracy bend angle prediction using Mixture Density Networks and Random Forest. Developed a real-time angle detection and G-code generation pipeline with OpenCV, MQTT, and Raspberry Pi, improving precision and reducing setup time by 25%. Contributed to ongoing patent filing and research paper drafting, currently under review.
Tools: PyTorch, OpenCV, XGBoost, ONNX, MQTT, Raspberry Pi, G-code
DSAI Club
I was a Core member of DSAI club where I actively participated in developing projects in the field of AI and ML, volunteering for AI based competitions and workshops.
Epsilon Robotics Club
During my tenure as a member at our institute's robotics club, I learned few technical skills like Arduino, IR sensors, etc.
IIT Bhilai
I am currently a 3rd year undergraduate student pursuing Data Science and Artificial Intelligence (DSAI) at IIT Bhilai, Chhattisgarh, India.
Dr. Ambedkar College
I completed my Higher Secondary Education (Class 11 and 12) choosing Science stream, achieving a percentage of 92.3%.
T.B.R.A.N.'s Mundle English Medium School
I completed my Secondary Education (Class 10) with a strong performance, achieving a percentage of 97.2%.