01. spec // timeline
Experience
- Tactile sensing
Sentrix Robotics Pvt. Ltd.
Co-Founder & CTO
- Developing data pipelines and perception systems for physical AI using Python and PyTorch.
- Structuring sensory data processing to address robotic tactile-blindness problems.
- AWS inference APIs
Bonzai
AI Engineer / SDE Intern
- Built an automated Python pipeline to extract and structure Shopify e-commerce data into an AWS database for model training.
- Designed AWS backend infrastructure for AI workloads with scalable inference APIs and CI/CD for reliable deployments.
- 45 FPS @ 22 ms
UrbanDienst
Computer Vision Intern
- 45 FPS at 22 ms latency on MemryX edge chips after quantizing YOLOv8 pipelines.
- Maintained a sub 50 MB memory footprint while keeping real-time inference practical.
- 85% multi-terrain
IIT Mandi
AI + Robotics Intern
- 85% multi-terrain success from a PPO locomotion policy built for biped robotics.
- 18% F1 improvement on limited unlabeled data by applying self-supervised learning.
- Co-authored TongueSight, a YOLOv8 + Mask2Former + EfficientNet diagnostic pipeline reaching 92.0% accuracy, outperforming TongueNet and Cv-Swin Transformer.
- 0.87 mAP @ 30 FPS
VIT Chennai
AI Intern
- 30 FPS waste sorting inference at 0.87 mAP using a ViT + DETR pipeline on Raspberry Pi.
- 25 FPS behavioral tracking from a YOLOv8 + StrongSORT perception system.