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Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Quickdraw

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MrTig-afk/README.md

Kaushik N, backend engineer, Melbourne. Merged in 2 projects, 1,651 tests.

Portfolio LinkedIn Email Medium

Open source contributor

amruthpillai/reactive-resume Rich627/whatsapp-claude-plugin yc-software/qm

Experience

AI Skill Recommender
AI Skill Recommender: Dual inference path: rule-based parsing for precision, embedding search for recall, selectable per request. Log-scaled evidence weighting with recruiter outcomes feeding back into ranking.

Projects

MingleHubMingleHub source code on GitHub
MingleHub: 459 tests. Venue is derived from the auth token, never the request, so cross-tenant reads are impossible by construction. Billing is idempotent, so re-running invoicing cannot double-charge.

Finance TrackerFinance Tracker source code on GitHub
Finance Tracker: 1,192 tests. Every row is fingerprinted, so re-uploading an unchanged statement is a no-op. Raw statements never leave the machine.

NutriScanNutriScan source code on GitHub
NutriScan: Isolation by Postgres row-level security; abuse blocked at a middleware, a hijacked session frozen on two layers. Every deleted row recoverable for 30 days via a trigger-fed recycle bin. ES256 JWTs verified server-side via JWKS.

LinkedIn FormatterLinkedIn Formatter on the VS Code Marketplacelinkedin-fmt on npmLinkedIn Formatter source code on GitHub
LinkedIn Formatter: One core shipped as three published artifacts across two registries. The MCP server speaks stdio, so an agent calls the same code the editor does.

Architecture write-ups, dashboards and walkthroughs on my portfolio.

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  1. MingleHub MingleHub Public

    Multi-tenant SaaS backend for venues. An NFC tap opens a live game session on every phone at the table, metered and billed per table.

    Python

  2. FinanceTracker FinanceTracker Public

    Self-hosted ingestion pipeline. Bank CSV exports become categorised spending, idempotently, and raw statements never leave the machine.

    Python 2

  3. NutritionalTracker NutritionalTracker Public

    Nutrition label photos become validated macro rows: every upload sniffed, pixel-capped and re-encoded, model output schema-checked, per-user RLS, abuse blocked at a middleware, deletes recoverable …

    JavaScript 2

  4. linkedin-formatter linkedin-formatter Public

    One formatting core shipped three ways: a VS Code extension, a zero-dependency CLI, and an MCP server over stdio. No network calls.

    TypeScript