Projects

Distributed Edge Compute

Built and deployed distributed edge compute on edge with fractional device usage for higher device efficiency using load balancing and micro kubernetes engine

Occupancy Detection

Built a solution for anonymised occupancy detection inside office space using LIDARs with features including social bubble breach detection and zone-based real-time occupancy counts and tracking

Demand Prediction with Competition Analysis

Predicted demand using sales figures, mobility data and several demographic and footfall variables

Factory Intelligence

A smart factory solution with unplanned machine downtime detection and industry-standard OEE calculations using cost-effective sensors and a dashboard with key KPIs

L2RPN Hackathon 2020 - Robustness Track

RL-based challenge to robustly maintain an electrical grid without disruptions against an adverse agent. Achieved $28^{th}$ rank in the hackathon

Fingervein Detection

Designed end-to-end biometric system with user registration and verification as a replacement for fingerprint technology

HTML UI element extraction

Extracted HTML UI elements from wireframe drawings of websites ideating novel multi-pass inference technique to boost recall. Achieved $3^{rd}$ rank in the hackathon.

Cross-country Asset Tracking

Tracked cargo shipment using cost-effective sensors along its cross-country journey from factory to distribution center ascertaining possible locations of damage for effective preventive steps

Trainings Repository

Ideated and built out a repository management system for all internal trainings to boost self-learning and incorporate feedback into future trainings

Active Learning

Explored Active Learning with different querying strategies on CIFAR10 dataset and managed to achieve high accuracies with very limited training data