Skip to content
View Harshitraiii2005's full-sized avatar
🎯
Focusing
🎯
Focusing
6 followers · 6 following

Achievements

Achievement: Quickdraw

Achievements

Achievement: Quickdraw

Highlights

  • Pro

Block or report Harshitraiii2005

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Harshitraiii2005/README.md
Typing SVG



Portfolio LinkedIn Email GitHub


🧠 About Me

engineer:
  name: "Harshit Rai"
  focus: ["AI/ML Engineering", "LLMs & Agentic AI", "MLOps", "DevOps", "GitOps"]
  currently_building:
    - RAG & Advanced-RAG pipelines with hybrid retrieval + re-ranking
    - Agentic AI systems with multi-provider LLM orchestration & MCP tool-calling
    - Polyglot backends: Go (orchestration/IO) + Python (ML/inference)
    - CI/CD & GitOps workflows: Jenkins → Docker → K8s → ArgoCD
  philosophy: "Ship from scratch to production — no shortcuts, no hallucinations."
  status: "Actively building. Actively shipping. Actively learning."

I design and ship end-to-end AI systems — from model inference and retrieval pipelines to the infrastructure that deploys, monitors, and scales them. My work spans the full stack: LLMs, RAG/Advanced-RAG, Agentic AI, Deep Learning, MLOps, and cloud-native DevOps/GitOps, built with a polyglot toolkit of Python, Go, Rust, and TypeScript/JavaScript.

⚙️ Tech Arsenal

Category Stack
🤖 AI / ML / DL
🧬 LLM / RAG / Agentic AI
🔁 MLOps
🛠️ DevOps / CI-CD / GitOps
💻 Languages
☁️ Cloud

🚀 Featured Systems

🧾 Legal Contract Pipeline

Distributed document-intelligence platform for automated contract risk analysis.

  • Go/Fiber gateway + Node/TS BullMQ worker + React/Vite frontend
  • Postgres + Redis, RAG-calibrated risk scoring (LLM + retrieval blend)
  • Vector search via Pinecone, object storage via Cloudflare R2
  • Go TypeScript Postgres Redis Pinecone Groq

🛡️ DevOps Helpdesk Autonomous Agent

Autonomous agent for triaging and resolving DevOps support tickets.

  • FastAPI backend + React/Vite/TS frontend
  • LLM-driven ticket classification & response generation
  • CI/CD via Render + Vercel split deployment
  • Python FastAPI React TypeScript

🔍 VeriFact AI (IntelliAssist)

Research-grade RAG platform with hybrid retrieval and grounded generation.

  • FAISS + BM25Okapi hybrid retrieval, cross-encoder re-ranking
  • Groq-based LLM inference (migrated off local GPT-2/LoRA for scalability)
  • Whisper ASR + TTS pipeline; Python/FastAPI backend, Node frontend
  • Active migration to Go for orchestration via gRPC service boundary
  • Python Go gRPC FAISS Whisper

📊 Devintel-AI

Developer intelligence platform with async job processing.

  • FastAPI + Next.js, Postgres + Valkey/Redis, RQ worker
  • Solved cross-cutting auth/CORS failures at the dependency layer
  • Python Next.js Redis Postgres

🔗 Explore the full build breakdowns, live demos, and case studies on my portfolio:

→ portfolio-ashen-six-16.vercel.app

📈 GitHub Analytics

🧭 Currently

🔭 Building     → Job-application automation engine (Go, SerpApi, LLM relevance scoring, Gmail API)
🌱 Deepening    → Advanced RAG (hybrid + rerank), Agentic AI orchestration, gRPC polyglot systems
🎯 Targeting    → Full-Stack AI/ML, MLOps, AI Platform & DevOps Engineering roles
💬 Ask me about → RAG pipelines, LLM infra, MLOps, Kubernetes/ArgoCD, Go + Python systems design

📫 Let's Build Something

Portfolio LinkedIn Gmail

Popular repositories Loading

  1. TaxiFlow TaxiFlow Public

    Welcome to the TaxiFlow project! This repository contains an end-to-end Machine Learning Operations (MLOps) pipeline for predicting NYC taxi trip durations. The pipeline is orchestrated using Astro…

    Python 2

  2. Employee-Performance Employee-Performance Public

    Python 1

  3. HandGesture-GameController HandGesture-GameController Public

    Real-time hand gesture game controller for Subway Surfers and more using Mediapipe + OpenCV.

    Python 1

  4. Harshitraiii2005 Harshitraiii2005 Public

    Hello World this is my profile

    1

  5. SmartFraudX SmartFraudX Public

    AI-powered fraud detection with real-time streaming models, BiLSTM, and ensemble learning.

    Python 1

  6. K8-MiniProject K8-MiniProject Public

    This project shows how to containerize a simple Flask app, deploy it on a Minikube Kubernetes cluster, and test it using Kubernetes Dashboard and Postman.

    HTML 1