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coderconnoisseur/README.md

Hi, I'm Nishant 👋

Backend & AI systems engineer. I build distributed backends in Go and Python, and LLM systems that I measure instead of just demo. Currently at Culinda Inc. Open to SWE / AI engineering roles.

Portfolio · LinkedIn · Résumé · nishantborkar28@gmail.com


Selected work

Project What it is Proof
Guarded Agent Ensemble LLM agent wrapped in 4 defenses adapted from agent-safety papers, A/B evaluated with a composite index 733 tests; on AgentDojo held-out banking, attack success 39/72 → 0/72; reports where the defenses hurt a strong model
RidePulse Event-driven ride matching in Go · Kafka · Redis GEO · Prometheus ~400 RPS intake, successful-match p95 33–84 ms; written-up race-condition and deadline fixes
Lumen AI money advisor: invoice reading, text-to-SQL agent, hybrid RAG Live demo · retrieval top-5 hit rate 67 → 100 / 104 with BM25 + reranking
EchoLine Offline real-time captions for anything playing on Windows Caption latency p50 266 ms / p95 438 ms; installer shipped via GitHub Actions releases
SpatioX C++17 spatio-temporal index (KD-tree + time index) with Python bindings 5–20× faster than a linear scan at 1k–50k records

Stack

Languages: Go · Python · C++ · TypeScript · SQL
Backend: Gin · FastAPI · Flask · Kafka · Redis · PostgreSQL · Docker · Prometheus
AI: LLM agents & evals · LangGraph · RAG (pgvector, BM25, reranking) · speech (Moonshine)

Competitive programming: Codeforces · LeetCode


Github Stats

GitHub Metrics

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  1. EchoLine EchoLine Public

    Offline real-time captions for anything playing on your Windows PC, powered by Moonshine speech models.

    Python 1

  2. MicroBlog-Web MicroBlog-Web Public

    Flask microblogging platform with auth, follows, Elasticsearch full-text search and rate limiting.

    HTML

  3. ridepulse ridepulse Public

    Event-driven ride-matching system in Go: Kafka pipeline, Redis GEO matching with atomic driver locks, Prometheus metrics and RPS benchmarks.

    Go 1

  4. Distributed-cache Distributed-cache Public

    A highly available distributed Cache , written entirely in GO. (Currently under development)

    Go

  5. SpatioX SpatioX Public

    C++17 spatio-temporal index (KD-tree + time index) with pybind11 Python bindings for radius, box and k-NN queries over time ranges.

    C++

  6. Lumen Lumen Public

    AI money advisor: reads invoices, answers spending questions with a guarded text-to-SQL agent and hybrid RAG, measured with offline evals.

    Python