Full-Stack AI Developer

Praveen Antony

I build agentic AI systems — orchestrating multi-agent workflows with guardrails, security, and intentional design. 17+ years turning complex problems into elegant software.

Experience
17+
years shipping production software
Stack
Full
Python · Node · React · AWS · LLMs
Focus
Agents
Multi-agent orchestration & workflows
Background

The Story So Far

With 17+ years of full-stack engineering under the belt, I'm now channeling that depth into the frontier of AI — specifically, building agentic systems that actually work in production.

I'm not just calling APIs. I'm architecting controlled, multi-agent workflows with proper guardrails, security boundaries, and feedback loops — the kind of systems that can be handed off to a real engineering team.

Every project I build teaches me something new about where AI agents break down and how to make them robust. I believe the next generation of software isn't just AI-assisted — it's AI-orchestrated.

AI / ML LLMs · LangChain · Agentic Workflows
Backend Python · Node.js · TypeScript
Frontend React · Next.js · PWA
Cloud AWS · GCP · Azure
Infra Docker · CI/CD · GitHub Actions
Design Guardrails · Security · Observability
Work

Projects

Each project is a real system, not a tutorial. Built with intention.

01 / Agent Systems
🤖
Dev Agent & PR Generator

A complete multi-agent pipeline that takes a user story for any GitHub repo and autonomously plans, codes, reviews, and runs CI/CD checks — finally submitting a real PR ready to merge.

LangChain Multi-Agent GitHub API CI/CD Planner · Dev · Reviewer
02 / Generative AI · PWA
🌙
Bedtime Story Architect

An AI-driven PWA built for kids. It greets children by name, listens to their story request, then generates a fully narrated, illustrated bedtime story — personalised in real time.

React TTS / Voice Image Gen PWA LLM
03 / Game AI · PWA
🃏
Fifty Six — Card Game AI

A classic 6-player South Indian partnership card game, rebuilt as an online PWA during COVID. Features a full rules engine and AI bots with human-like gameplay — so you can play solo or with friends.

Game AI Rules Engine Bots PWA Multiplayer
04 / Agentic Systems · Automation
Soccer Bot Team Selector

An intelligent automation system that orchestrates team selection workflows with persistent backend scheduling, skill-based balancing algorithms, and state management — overcoming cold start challenges and ephemeral storage limitations for reliable, continuous operation.

Node.js Angular State Management Cron Jobs Cold Start Solutions
05 / Multi-Agent · Edge · PWA
🎯
DealScout AI — Deal Intelligence Platform

An agentic PWA that autonomously tracks product prices across retailers using deterministic-first multi-agent intelligence — reducing LLM costs while delivering proactive deal alerts when prices hit target thresholds.

Multi-Agent Edge Computing PWA Real-Time Alerts LLM
06 / Agentic Systems · Workflow Orchestration
⚙️
FlowPilot

Enterprise MCP-powered workflow orchestration system that automates the full incident-response lifecycle across variosu plaforms(ServiceNow, Jira, Microsoft Teams etc.) - featuring a LangGraph state machine, human-in-the-loop approval gates, real-time Angular dashboard via SSE, PostgreSQL persistence, and a full Docker stack.

Python FASTAPI MCP LangGraph Angular PostgreSQL Docker SSE
🔒 Private / Enterprise
07 / Multi-Agent Platform · DevOps Automation
🧩
LeapDev AI Platform

Autonomous developer agent platform that takes a Jira story end-to-end - breaking it into tasks, then autonomously planning, coding, reviewing, and running CI/CD - before submitting a PR for human approval. All agent-generated code executes inside an isolated Docker sandbox with no network access, token budget governance, circuit breakres, and prompt injection sanitization at every boundary.

Python FASTAPI Multi-Agent LangGraph Docker Sandbox PostgreSQL Jira API Prompt Injection Guard OTEL
🔒 Private / Enterprise
08 / Enterprise RAG · Knowledge Retrieval
🔍
ConfluxAI

Enterprise-grade RAG system that acts like "Google for your confluence" - employees ask natural-langugage questions and recieve accurate, cited answers synthesized from internal documentation. Built with FAISS vector store, LangGraph orchestration for ambuiguity detection and milti-turn clarification, an Angular answer, panel with source cards, a feedback loop, and an analytics dashboard with full Docker deployment.

Python FASTAPI LangGraph RAG FAISS Angular LLM Docker
🔒 Private / Enterprise
AI Tool

Resume Generator

Paste a job description. My AI agent tailors a resume, scores skill match, and flags gaps — in seconds.

Job Description
Agent Pipeline
Skill Extractor — reads JD, extracts required skills
Match Scorer — maps skills to Praveen's profile
Resume Composer — writes tailored content
Gap Analyst — surfaces areas to discuss
ASK
Recruiter Experience

My AI Interviews You

This isn't a chatbot that answers FAQs. It's an agent that flips the dynamic — it asks smart questions about your company, your engineering challenges, and what you're hiring for. Then it tells you exactly how Praveen maps to your needs.

🎯
Probes your team's real challenges — not just job title keywords
🗺️
Maps Praveen's specific projects to your engineering problems
✍️
Generates a tailored "why hire Praveen" pitch for your company
🔄
Multi-turn conversation — it remembers context across the session
Praveen's AI — Recruiter Mode
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⚡ Live AI · Powered by Anthropic Claude · Context-aware multi-turn