ProjectsContact

Projects

Some of the projects are from work and some are on my own time.

27

Soccer Player Re-Identification through Broadcast Video Streams

A real-time computer vision pipeline was developed to detect, track, and re-identify soccer players in broadcast video streams. The system effectively localizes players, identifies their jersey numbers, and maintains tracking throughout the match, even under challenging conditions like occlusions.

22

Semantic Search Engine over a knowledge-base

Implementing Vector Search over a knowledge-base.

14

Firecracker MicroVM Memory Snapshotting

Improving Firecracker MicroVMs Launch Time with Memory Snapshotting.

89

Collision Monitor

A case study by idealworks on building a smart collision monitor system for a fleet of iw.hub robots.

14

Building a Simple Search Engine - Part 3

Dive deeper into the world of search engine ranking with Okapi BM25 and Vector Space, understanding their strengths and weaknesses in elevating your search from retrieval to relevance.

7

Hosting an emulated android device on GCP

Deploying the Cuttlefish AOSP Android emulator on the cloud offers a scalable and cost-effective solution for self-hosted CI/CD. It eliminates licensing fees, combines build and test workflows on a single machine, and provides a responsive environment for automated Android app development and testing.

46

Building a Simple Search Engine - Part 1

A simple search engine with Python, covering web crawling, data indexing, and ranking algorithms. Learn how search engines work and build your own!

14

Building a Simple Search Engine - Part 2

Dive into the second crucial step of building a search engine; creating an efficient inverted index for fast retrieval.

28

MaxCut using QAOA

A simple implementation of the QAOA Algorithm to solve the MaxCut Problem for Weighted Graphs.