Beyond the leaderboard
$ cat about.md
Based in India · Open to remote & relocation
CS grad from NIT Silchar (CGPA 9.44), currently building HFT systems at NK Securities. Previously interned at Cisco and Deutsche Bank.
Candidate Master on Codeforces (top 100 IN), 6-star on CodeChef, Guardian on LeetCode. AIR 17 at ICPC Asia West Regionals '24.
The toolkit I reach for
Languages
AI / ML
Backend
Frontend & Mobile
Databases & Infra
Security
Things I've shipped
AI, mobile, security, and dev tools. Real metrics, no vibes.
AI · Assistive Tech
EchoVision
Flutter app for the visually impaired. Real-time object detection with audio talkback.
YOLO11 detection pipeline behind a Flask backend, streaming sub-second results to the mobile client. Custom dataset trained on hazy and low-light images.
Mobile · Events
Efficacy
Events app used by NIT Silchar student clubs. Registrations, notifications, admin flow.
Shipped with the GDSC team. Firebase backend, FCM notifications. Sitting at 5 stars on the Google Play Store.
AI · Security (@ Cisco)
STRIDE-GPT
AI threat modeling tool. LLM + RAG generates STRIDE models and mitigations.
Built at Cisco. Retrieval over a curated threat corpus plus LLM reasoning. Wrapped with Duo SSO, Okta auth, and AWS KMS secret handling.
AI · Full-Stack
Community AI
AI platform with Python backend, TS frontend, Postgres knowledge layer.
Explores agent workflows, RAG, and structured output. Multi-language codebase, the most complex thing on my public GitHub.
Developer Tools
CP Python Snippets
VS Code snippet library. 40+ drop-in CP templates in Python.
Battle-tested through 2000+ solved problems. Segment trees, DSU, LCA, sieves, tries, matrix expo. Keyed to short prefixes (@segtree, @dsu).
Security · Web
PortSwigger Labs
Automated solutions and writeups for PortSwigger Web Security labs.
Python scripts that automate the exploitation steps, plus notes on each vuln class. SQLi, XSS, SSRF, deserialization, and more.
AI · EdTech
AI Learning Buddy
Python-based AI companion for personalized learning and study assistance.
Experiments with structured prompting and adaptive quizzes. Written in Python with a focus on iteration speed over polish.
Live from the judges
Live from Codeforces, LeetCode, CodeChef.
Codeforces
@AyuAnchor
-- rated contests played · top 100 in India
Selected achievements
AIR 17
ICPC Asia West Regionals '24
AIR 120
Meta Hacker Cup '23 · Round 2
AIR 6
Codekaze '23 · 100k+ participants
Finalist
Cisco Code-A-Thon '24
Finalist
Salesforce AI Challenge '25
syncing with the judges...
Journey so far
Jul 2025 · Present
India · On-site
Full-Stack Developer
Building the HFT platform used by our research desk. Full-stack: Python services, React tooling, Redis caching.
- Developed HFT platform components in Python, Django, and React with Redis caching
- Automated internal Slack workflows and reduced manual ops overhead across the desk
- Maintained a knowledge base for trading machines and testing surface
- Wrote and maintained the Pytest suite covering critical strategy code paths
Jan · Jun 2025
India · Hybrid
Winter Intern
@ Cisco
Built STRIDE-GPT. AI threat modeling with LLMs and RAG. Owned the security integration end-to-end.
- Designed the LLM + RAG pipeline for automated threat generation and mitigation
- Integrated Duo SSO and Okta auth for enterprise-grade access control
- Encrypted secrets at rest using AWS KMS across all sensitive stores
- Optimized infra spend using EC2, S3, RDS, and CloudTrail cost-awareness
May · Jul 2024
India · On-site
Summer Intern
Automated Workday employee data for the HR platform team. Spring Boot service streaming large datasets through Apache POI.
- Automated Workday employee data flow using React + Java Spring Boot
- Streamed large data through Apache POI and JPA Criteria API for flexible querying
- Achieved 92% test coverage using JUnit, Mockito, and JaCoCo
- Cut manual processing time for HR ops by an order of magnitude
2024 · 2025
Remote
Intelligence Engineer (Contract)
@ Mercor
Designed novel algorithmic problems for AI model training with a global pool of 2000+ rated programmers.
- Designed algorithmic problems targeting reasoning gaps in frontier AI models
- Vetted problems for correctness, uniqueness, and evaluation quality
- Worked async with an international pool of contest-tested programmers
Dec 2021 · May 2025
Silchar, India
B.Tech, Computer Science & Engineering
@ National Institute of Technology, Silchar
CGPA 9.44. Moderator at GDSC and the Coding Club. Represented NITS at ICPC and national contests.
- CGPA: 9.44 / 10.0
- Coursework: DSA, OS, DBMS, Networks, OOP, Blockchain, AI, ML, NLP
- Moderator, GDSC & Coding Club, NIT Silchar
- ICPC Asia West Regionals '24 · AIR 17
Let's build something interesting
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