Building agentic AI solutions with Bedrock, SageMaker, and LangGraph. Creator of Karna AI Agent Platform.
AI/ML Engineering RAG pipelines, agentic workflows, LLM evaluation, ML fault prediction, AI observability
AI Agent Development Multi-channel AI assistants, agentic workflows, LLM orchestration & tool use
Data Engineering ETL/ELT pipelines, cloud warehouses (Snowflake, Redshift, BigQuery), Airflow
SDK & Developer Tools TypeScript SDK design, plugin frameworks, MCP tooling, CLI tools
Cloud & DevOps AWS, GCP, Azure | Docker, Kubernetes, Terraform, CI/CD
Karna — AI Agent PlatformSelf-hosted AI assistant with 7 messaging channels (Telegram, Slack, Discord, WhatsApp, SMS, iMessage, Web), extensible plugin SDK, semantic memory, and voice. TypeScript monorepo (pnpm + Turborepo) with Next.js dashboard and React Native mobile app. TypeScript • Node.js • Next.js • Supabase • WebSocket • pgvector |
MCPForge — MCP Server BuilderCLI toolkit to scaffold, test, and deploy Model Context Protocol servers in minutes. Zero-config defaults with progressive complexity disclosure. Built for the Anthropic MCP ecosystem. TypeScript • MCP • CLI • Developer Tools |
AgentRAG — Modular RAG PipelineProvider-agnostic RAG framework with pluggable vector stores, chunking strategies, and retrieval methods. Designed for agentic workflows with clean API boundaries. RAG • Vector Search • Embeddings • TypeScript |
Astra Agent — AI Agent RuntimeStandalone AI agent runtime with tool execution, context management, and multi-model routing. Foundation for building autonomous AI assistants with structured tool use. TypeScript • LLM Orchestration • Tool Use • Agents |
Sadhak — AI Job Search PipelineAI-powered job search command center built on Claude Code. Automated offer evaluation, resume tailoring, cover letter generation, and application tracking. JavaScript • Claude Code • Automation |
Chetana — AI Consciousness ResearchResearch platform testing AI models against 14 consciousness indicators from 6 scientific theories. Bridging philosophy of mind with empirical AI testing. TypeScript • Python • Machine Learning • Research |
Prithvi — Container Security ScannerContainer security scanner with vulnerability detection, compliance checks, and automated audits for Docker and cloud-native environments. Python • Go • Docker • Security |
Amogha Cafe — Restaurant PlatformFull-stack Firebase web app with real-time ordering, admin dashboard, kitchen display, QR dine-in, and payment integration. Live JavaScript • Firebase • Real-time DB • Cloud Functions |
More Projects
| Project | Description |
|---|---|
| RNHT | Temple community platform — events, donations, priest scheduling, member management |
| Vimana | Self-orchestrating AI — autonomous cloud infrastructure provisioning and scaling |
| AgentBench | Agent evaluation and benchmarking suite — accuracy, efficiency, and tool usage scoring |
| AgentMem | Pluggable memory management for AI agents — short-term, long-term, and semantic memory |
| LLM Bench CLI | CLI tool for benchmarking local LLMs — speed, throughput, and quality comparison |
| TokenWise | Token usage optimization — count, estimate costs, optimize prompts across providers |
| Oradent | Dental practice management — scheduling, records, billing, treatment planning |
| CareerSavvy | AI job platform — React portals + Python backend on GCP (Private) |
| Role | Company | Duration |
|---|---|---|
| AI/ML Engineer | Southwest Airlines (via GPS IT Solutions) | Aug 2025 — Present |
| AI/ML Engineer | GPS IT Solutions (In-House) | Jun 2024 — Aug 2025 |
| SDE (Software Development Engineer) | Amazon Web Services (AWS) | Aug 2022 — May 2024 |
| Data Engineer | Cigna (via GPS IT Solutions) | Jan 2022 — Aug 2022 |
| System Engineer | American Express (via Infosys) | Feb 2017 — Dec 2020 |
Southwest Airlines (via GPS IT Solutions) — AI/ML Engineer
- SWA Sidebar: Built ML fault prediction system, migrated from SageMaker to Bedrock + OpenSearch achieving 78% cost reduction; Flask API, Chrome extension, 10K+ maintenance records
- Maintenix Chatbot: Developed agentic RAG chatbot with LangGraph, Bedrock Nova Pro/Micro, FAISS + BM25 hybrid retrieval over 30K+ KB entries, 370+ tests, deployed on ECS Fargate
GPS IT Solutions — AI/ML Engineer (In-House)
- Built GPT-4 + RAG content generation platform with automated compliance validation, multi-variant personalized content, reducing content creation time by 40%
- Designed AI model risk governance framework with 23 automated evaluation tests (PII, bias, hallucination, toxicity), achieving regulatory compliance and 30% reduction in review cycles
- Implemented FastAPI microservices with FAISS/Pinecone vector search, deployed on Kubernetes with PostgreSQL and Splunk/Dynatrace monitoring
Amazon Web Services (AWS) — SDE (Software Development Engineer)
- Built AWS Application Manager (Systems Manager service) — React/TypeScript frontend for AWS Console + Java/Python backend services
- Integrated CloudFormation for infrastructure management and runbook automation for operational workflows
Cigna (via GPS IT Solutions) — Data Engineer
- Led ETL migration from on-premises infrastructure to AWS (Glue, PySpark) for healthcare data pipelines
American Express (via Infosys) — System Engineer
- Developed Python-based backend services and APIs for marketing and compliance platforms handling high-volume transaction data
University of Central Missouri — M.S. in Big Data Analytics and Information Technology (2021 — 2022)
SRM University — B.Tech in Mechanical Engineering (2012 — 2016)
Anthropic
AWS
Cloud & Infrastructure
Stanford / Wharton
Microsoft
LinkedIn Learning
Open to remote roles — Senior AI/ML Engineer, GenAI Platform Engineer, Data Engineer
mukunda-ai.vercel.app • Las Vegas, NV