--- title: "Shivanshu Tiwari — AI Agent Engineer & Backend Systems Developer" description: "AI-native backend systems — autonomous agents, LLM pipelines, and production APIs, built by a B.Tech CS & IT student in Bhopal." canonical: "https://shivanshutiwari.in" lastUpdated: "2026-09-02" --- # Shivanshu Tiwari — AI Agent Engineer & Backend Systems Developer AI-native backend systems — autonomous agents, LLM pipelines, and production APIs, built by a B.Tech CS & IT student in Bhopal. > B.Tech CS & IT, SIRT Bhopal (RGPV) — Class of 2027. I build autonomous agents, LLM pipelines, and concurrency-safe backend systems. ## About I don't just use AI — I build things with it that keep running after I close my laptop. I'm a third-year B.Tech CS & IT student in Bhopal, and over the past year I've built autonomous agents, LLM pipelines, voice intelligence tools, and RL benchmarking systems across 19 projects — some shipped and deployed, some deliberately stopped short of production so I could document what actually worked and what didn't. I'm not interested in demos that only look good in a pitch. When something fails — an RL agent losing to a simple heuristic, a classifier scoring 25% instead of the 90% I hoped for — I keep the result and figure out why, instead of reframing it until it sounds better. That's the standard I hold my own work to, and it's the standard I expect from anything I ship. ## Links - GitHub: https://github.com/SHT4BHARAT - LinkedIn: https://www.linkedin.com/in/shivanshutiwari- - Email: sht4bharat@gmail.com - Website: https://shivanshutiwari.in ## Featured Projects - [Agentic Honeypot — AI Scam-Baiting System](https://shivanshutiwari.in/projects/agentic-honey-pot): An AI agent that poses as a confused elderly retiree, engages real scammers in live conversation, and extracts UPI IDs, bank accounts, and phishing links from their own messages — turning reactive defense into active intelligence gathering. - [Samvad — AI Meeting Assistant](https://shivanshutiwari.in/projects/samvad): Records in-person meetings, transcribes them live, and turns them into assigned, emailed tasks — without anyone taking notes. - [EchoPay — Audio-Powered Offline Payment System](https://shivanshutiwari.in/projects/echopay): I built an offline P2P payment system that encodes transaction data as audio tones between phones (MFSK modulation) — no internet required — with a hybrid UDP fallback and an offline-first Room sync queue. - [DAITFO — RL Traffic Signal Control Benchmark](https://shivanshutiwari.in/projects/daitfo): A custom Gymnasium environment wrapping SUMO that benchmarks a PPO agent against fixed-time and queue-based heuristic controllers across 27 controlled runs. The heuristic won every metric — and that honest negative result is the actual finding, not a failure. - [CloudAuditEnv — LLM Agent Evaluation for Cloud Security](https://shivanshutiwari.in/projects/cloud-audit-env): Procedurally generated cloud security audit environment that tests LLM agents on finding and fixing real vulnerability patterns — built for the OpenENV MetaHackathon. - [PayoutEngine — Concurrency-Safe Payout System](https://shivanshutiwari.in/projects/payout-engine): Prevents double-spending when two payout requests hit the same merchant balance at the same instant — verified with real threading tests, not mocks. ## All Projects - [Agentic Honeypot — AI Scam-Baiting System](https://shivanshutiwari.in/projects/agentic-honey-pot) — Python, FastAPI, Pydantic, Google Gemini, Render, Vercel, Docker - [Samvad — AI Meeting Assistant](https://shivanshutiwari.in/projects/samvad) — Python, FastAPI, SQLAlchemy, APScheduler, Sarvam AI, WebSocket, Redis, PostgreSQL, Docker, GitHub Actions, Render - [AI Email Categorization Agent](https://shivanshutiwari.in/projects/email-categorization-agent) — Python, Google Gemini, Gmail API, OAuth2 - [Call Center Compliance API](https://shivanshutiwari.in/projects/call-center-compliance-api) — Python, FastAPI, Sarvam AI STT, Vercel - [EchoPay — Audio-Powered Offline Payment System](https://shivanshutiwari.in/projects/echopay) — Kotlin, Android SDK, Express.js, Railway, MFSK, HMAC-SHA256 - [DAITFO — RL Traffic Signal Control Benchmark](https://shivanshutiwari.in/projects/daitfo) — Python, Kotlin, Stable-Baselines3, Gymnasium, SUMO, Jetpack Compose, Docker, GitHub Actions - [Home Services App](https://shivanshutiwari.in/projects/home-services-app) — JavaScript, TypeScript, Kotlin, Express, Sequelize, Next.js, Jetpack Compose, Hilt, Retrofit, PostgreSQL, Socket.io, Razorpay - [CloudAuditEnv — LLM Agent Evaluation for Cloud Security](https://shivanshutiwari.in/projects/cloud-audit-env) — Python, FastAPI, Pydantic, OpenAI SDK, httpx, OpenEnv, Qwen2.5-72B-Instruct, Docker, HuggingFace Spaces, Uvicorn - [PayoutEngine — Concurrency-Safe Payout System](https://shivanshutiwari.in/projects/payout-engine) — Python, Django, Django REST Framework, React, PostgreSQL, Redis, Celery, Vite, Tailwind CSS, Render, Vercel, Stripe - [TakeALift — Carpooling & P2P Vehicle Rental](https://shivanshutiwari.in/projects/takealift) — TypeScript, Kotlin, Flutter, PostgreSQL, Redis, NATS, Terraform - [UIDAI Aadhaar Data Analysis Pipeline](https://shivanshutiwari.in/projects/uidai-aadhaar-analysis) — Python, Flask, pandas - [Multilingual Mandi Platform](https://shivanshutiwari.in/projects/multilingual-mandi-platform) — Node.js, Express, PostgreSQL, Redis, Socket.io - [PartyInvite AI — Bulk Invitation Generator](https://shivanshutiwari.in/projects/party-invite-ai) — Python, Streamlit, Celery, PostgreSQL, Twilio - [CyberMentor — AI Cybersecurity Companion](https://shivanshutiwari.in/projects/cyber-mentor) — Python, Gemini, FastAPI - [MailAgents — Local Email Classifier](https://shivanshutiwari.in/projects/mail-agents) — Python, Sarvam AI, Ollama, Gmail API, OAuth2 - [Margdarshak — Bilingual Career Guidance App](https://shivanshutiwari.in/projects/margdarshak) — Kotlin, Android SDK, Node.js, Express - [ComplianceIQ — AI Policy Compliance Scanner](https://shivanshutiwari.in/projects/compliance-iq) — Python, FastAPI, Gemini, PostgreSQL - [CEP-IITB — IIT Bombay Continuing Education](https://shivanshutiwari.in/projects/cep-iitb) — Kotlin, Android SDK - [Saathi Community Assistant](https://shivanshutiwari.in/projects/saathi-community-assistant) — Python, STT, Gemini, FastAPI --- *Source: https://shivanshutiwari.in — Content negotiation via Accept: text/markdown*