Hrithik N L

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  MCPwatch, large-scale test harness

  Tested roughly 6,800 servers in the public MCP registry by spawning each and completing a protocol handshake, as 20 parallel jobs on disposable machines so untrusted code ran isolated. Classified every failure by cause instead of pass or fail: 7% carried undeclared requirements and 8.5% were broken. Found and corrected five ways the measurement could silently mislead.

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  Autodraft Payables, invoice extraction pipeline

  Built solo in about four days: reads scanned supplier invoices across ten languages and emits structured payables an ERP can book, with page rendering, vision-based transcription, field extraction and master-data matching. Documented what it could not solve and its known limitations in a design write-up.

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  Grounded, AI technical interviewer

  Generates interview questions from a resume and a textbook corpus, with every question traceable to the exact passage and page it came from, using hybrid dense and keyword retrieval. 23 tests run offline in 1.7 seconds by stubbing the AI model.

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  Liquid, personal finance tracker

  Deployed app that scans bills from a photo into line items, tax and payment method, with an assistant that proposes changes as approval cards instead of editing data directly.

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  Email Scheduler, queue-driven service

  Processes stored jobs on Redis-backed background workers at a scheduled time. Found a rate limiter applied at the wrong layer, where the limit appeared to work while the path it was meant to protect stayed uncovered.
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  OutreachOS, multi-service automation pipeline

  Integrated four third-party services into one pipeline, handling OAuth, per-service rate limits and partial failures without losing queued work; moved generation to a local model when API costs became a bottleneck.
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  Asset Harmony

  An inventory and asset management system, built on Django and later FastAPI with a React frontend.
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  Live restaurant POS system

  A live restaurant POS system for a client, covering QR table ordering, billing and payment integration.
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  Python Full-Stack Intern @ Ethnotech Academy Solutions

  Worked in a 21-intern programme split into five teams, rotating monthly across frontend, backend, deployment and testing, with daily reviews from a mentor. Built Asset Harmony, an inventory and asset management system, on Django and later FastAPI with a React frontend. Worked on a live restaurant POS system for a client, covering QR table ordering, billing and payment integration.
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  AWS Cloud Technical Essentials

  Course by Amazon Web Services, via Coursera
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  Bug Bounty 101

  Certification/Course
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  Big Data 101

  Certification/Course
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  Lead, ISE Department Adventure Club

  Activity/Leadership role
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  Rajya Puraskar (Governor's Award)

  Awarded by Bharat Scouts and Guides