Work Experience
Machine Learning Engineer
Blockhouse Labs, USA
Aug 2024 - Dec 2025
Developed market impact models and machine learning infrastructure.
- Developed market impact models using Recurrent PPO-based reinforcement learning to optimize trading costs, increasing accuracy by 20%.
- Built ML infrastructure leveraging Python, TensorFlow, and statistical finance methods for real-time data analysis, decreasing latency by 15%.
- Deployed trading algorithms using Kubernetes and Docker on AWS, enhancing market competitiveness.
Machine Learning Engineer
AIMonk Labs Pvt. Ltd.
Aug 2020 - Aug 2022
Worked on deep learning-based projects in Computer Vision.
- Developed a Math recognition tool and improved OCR algorithms using Transformers, increasing accuracy by 60%.
- Designed a parking lot occupancy detection system, boosting car detection accuracy by 20% through segmentation techniques.
- Created an auto-scaling system to optimize cloud server costs using AWS.
Machine Vision Intern
Omax Auto Ltd.
May 2019 - July 2019
Worked as Machine Vision Intern in Computer Vision.
- Developed a program for automatic inspection of part holes using Machine Vision algorithms, increasing production efficiency.
Embedded AI Intern
Renesas Electronics
May 2023 - Aug 2023
Worked as Embedded AI Intern for Reality AI - Demo
- Developed a machine learning model with frequency domain signal processing on Renesas RA6 and RL78 microcontrollers for Asset Tracking, enhancing efficiency by 50%.
- Ensured success of edge computing projects by implementing machine learning models optimized for resource-constrained embedded systems.
- Developed firmware using Embedded C for real-time data processing.
Robotic Software Intern
Swaayatt Robots Pvt. Ltd.
Jan 2020 - May 2020
Research Intern in Computer Vision.
- Implemented visual odometry using deep learning (UnDeepVO) for depth estimation and motion tracking.
- Worked on tracking algorithms like the Kalman filter and particle filter for ADAS systems.
Services
Peer Review
- RA-L IEEE Robotics and Automation Letters
- ICRA International Conference on Robotics and Automation
- IROS International Conference on Intelligent Robots and Systems
- CVPR Conference on Computer Vision and Pattern Recognition
- ICCV International Conference on Computer Vision
- RSS Robotics Science and Systems
- TVCJ The Visual Computer Journal, Springer
Contact
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My Address
A108 Adam Street, New York, NY 535022
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+1 5589 55488 55