Industry Experience
Anyware Robotics
Perception Engineer [Jan 2024 - Present]- Implemented an ML Ops pipeline for continuous active learning.
- Performed model quantization for edge deployment with TensorRT and ONNX.
- Developed a Blender-based synthetic data generation pipeline.
- Applied foundation models and zero-shot learning to improve model generalizability.
PGP Glass Private Limited
Data Science Intern [July 2022 - August 2022]- Tech Stack: Catia, SolidWorks, Coppelia Sims (V-Rep Simulator), Python (PyBullet), C/C++.
- Deployed a quality control automation system for glass defect detection.
- Created Python scripts to generate intelligence reports from export databases.
Maruti Suzuki Private Limited
Data Science Intern [January 2022 - June 2022]- Tech Stack: Python (PySpark, PyTorch), C/C++, Congos, PowerBI, AWS, Git, IBM-Cp4d.
- Enhanced preprocessing pipeline with PySpark, improving speed and efficiency.
- Built a database for electric vehicle charging station locations.
- Developed a warning system for vehicle failure prediction.
Hero Motor Corp
Summer Intern [July 2021 - August 2021]- Tech Stack: Python, MS Office.
- Designed packaging labels in compliance with the Packaging Commodity Act.
- Conducted packaging data analysis and error detection using Python.
