Hey folks, I'm
Vedant Data Enthusiast AIML Practitioner


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.

About Illustration

Experience

Present

Currently seeking internship opportunities

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.

Present

ML Intern (Computer Vision Specialist)

Matrice.ai, California, USA (Remote)

  • Architected real-time computer vision pipelines using YOLOv11, YOLOv9, RT-DETR, ByteTrack, and BotSort, achieving 15% accuracy gains for retail security and healthcare applications.
  • Orchestrated MLOps with Nvidia Triton Server, enabling asynchronous inference (gRPC/REST) with ONNX, PyTorch, and TensorRT, containerized via Docker.
  • Built CI/CD workflows with GitHub Actions for automated packaging, source code protection (Cython), and hashing-based build-time optimization, enabling secure and low-latency distribution on PyPI.
  • Engineered a video transmission algorithm for bandwidth optimization, improving redundancy by 75% for edge devices like CCTV cameras, anomaly detection systems, and IoT sensors.

Tools: Python, PyTorch, YOLO, RT-DETR, Triton Server, TensorRT, Docker, Kafka, AWS, GitHub Actions, PyPI

Present

AI Research Intern

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

2024-25

Core Member

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.

2020-21

Member

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.

Education

Present

Bachelor of Technology

IIT Bhilai

I am currently a 3rd year undergraduate student pursuing Data Science and Artificial Intelligence (DSAI) at IIT Bhilai, Chhattisgarh, India.

2020-22

Higher Secondary School

Dr. Ambedkar College

I completed my Higher Secondary Education (Class 11 and 12) choosing Science stream, achieving a percentage of 92.3%.

2018-20

Secondary School

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%.

Interested to work together? Let's talk