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Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

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411sst/README.md

Shrish Singh Thakur

CS undergrad building production-grade systems — distributed backend infrastructure in Go to ML platforms with real deployments.

Currently: 6th semester @ PES University, Bengaluru | Expected graduation 2027
Looking for: Backend or ML engineering internships where I can contribute from day one

🚀 Featured Projects

Gitlore — NL Question-Answering over GitHub Repos

Temporal Knowledge Graph system for grounded natural-language querying over codebases. Combines TKG traversal, BM25, and vector search with a cross-encoder reranker — no hallucinated history.

  • Insight: Commits and PRs are inherently temporal; TKG + general LLM outperforms specialized models for this domain
  • Tech: Python, FastAPI, Kuzu, ChromaDB, BM25, Groq, LLaMA 3.3-70B, React, Vite, Tailwind

MiniRAFT — Raft Consensus Engine

Raft consensus implementation in Go — leader election, WAL-fsynced log replication, and single-RPC catch-up across a 3-replica cluster.

  • Tech: Go, gRPC, Protobuf, Docker

SensorLens — Manufacturing Anomaly Detection

Anomaly detection platform for CNC manufacturing with Isolation Forest and LLM-generated plain-English diagnostics.

Multimodal Patient Monitoring System

Multimodal agentic system for real-time ICU deterioration detection — ECG, hemodynamic vitals, computer vision, and clinical notes. Built a rejection sampling pipeline enforcing physiological consistency across 2,198 synthetic profiles with zero train/test leakage.

  • Tech: Python, PyTorch, scikit-learn, Neo4j, FastAPI

🛠️ Tech Stack

Languages: Go · Python · Java · C/C++ · SQL · JavaScript/TypeScript
Backend: FastAPI · gRPC · Protobuf · REST API · WebSockets · Docker
Databases: PostgreSQL · Redis · SQLite · Kuzu · ChromaDB
ML/AI: scikit-learn · PyTorch · TensorFlow · pandas · NumPy · Groq · LLaMA · HuggingFace
Tools: Git · k6 · pytest · Linux · Prometheus

📫 Connect

💡 Open to backend/ML engineering internship opportunities · Building systems that scale

Pinned Loading

  1. Gitlore Gitlore Public

    Gitlore turns scattered engineering notes, code references, and project decisions into a structured, searchable knowledge base that stays useful throughout the entire development lifecycle.

    Python

  2. SensorLens SensorLens Public

    SensorLens is a lightweight sensor data monitoring and visualization toolkit that helps you collect, inspect, and make sense of real-time and historical sensor streams.

    Python

  3. crisis-network-analysis crisis-network-analysis Public

    Multi-layer social network analysis platform for crisis events — community detection, Resonance+ scoring, and hub classification across Reddit data with an interactive Streamlit dashboard.

    Python

  4. Conduit Conduit Public

    Conduit is a distributed, multi-tenant real-time pub/sub platform in Go with WebSocket streaming, REST APIs, Postgres durability, Redis-based node discovery, and a React ops dashboard.

    Go

  5. Stock-Analyzer Stock-Analyzer Public

    AI-powered Indian stock market dashboard for technical analysis, screening, and trade insights with a Python-based interactive UI.

    Python

  6. Recallify Recallify Public

    Desktop study app with SM-2 spaced repetition, Pomodoro timer, rich text notes, and streak tracking. Built with Tauri, React, and SQLite.

    TypeScript