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SWAMI GAWAI

> FORWARD DEPLOYED AI ENGINEER & GEN AI

> I don't prompt and pray. I engineer AI that works.

I have always been driven by the need to
MAKE THINGS WORK
faster, smarter, and better.

As a Forward Deployed Engineer, my present is defined by ACTION.
I drop into complex, high-stakes environments, strip away the noise to find hard requirements, and deploy
CUSTOM GENERATIVE AI.

I jump in to find the real core of the issue and build something practical that just works.
For me, it’s about doing good work that creates real impact and sets you up for the future.

If you need a partner to roll up their sleeves and help figure out the path forward,
I’M RIGHT HERE.

4+ AI Systems
100% Outcome Driven
3 Certifications

[ SYSTEM CAPABILITIES ]

GenAI & LLMs

Specialized in orchestration frameworks and high-throughput pipelines.

  • LangGraph & LangChain
  • RAG Pipelines
  • LLaMA 3.2 / Gemini
  • Hugging Face Transformers
  • Prompt Engineering

Data & Storage

  • ChromaDB & FAISS
  • PostgreSQL & SQLite
  • Vector Embeddings

Backend & Cloud

  • FastAPI & Pydantic
  • AWS Bedrock & Lambda
  • Docker / GitHub Actions

Core Languages

  • Python
  • JavaScript (ES6+)
  • SQL

Forward Deployment

  • Rapid Prototyping
  • Stakeholder Management
  • Enterprise Integration

Work

GenAI Framework

NEXFLOW AI

Grounded QA over private knowledge bases using LangGraph & ChromaDB.

Critical Friction: Preventing AI hallucinations when processing messy company documents, while managing strict API rate limits.

FastAPI LangGraph
Medical AI Platform

MEDICAL INTEL

Deep learning pneumonia classification & Gemini LLM clinical reports.

Critical Friction: Training the model to reliably catch 98% of pneumonia cases even when the medical data was highly unbalanced and skewed.

PyTorch Gemini
Agentic Architecture

AI PAYMENT ORCHESTRATOR

Autonomous multi-agent system for resolving complex payment failures.

Critical Friction: Preventing multiple AI agents from getting stuck in endless billing loops and accidentally triggering API bans from Stripe.

LangGraph Stripe API
Voice & AI Pipeline

POST-CALL ORCHESTRATOR

Extracts intents & sentiment from call transcripts via RAG & ASR.

Critical Friction: Cleaning up extremely messy, broken voice call transcripts so the AI could actually understand and search them accurately.

RAG ASR

Education & Certifications

2021 — 2025

Bachelor of Engineering in Computer Science

HVPM College of Engineering, Amravati

Graduating with an 8.16/10 CGPA. General Secretary of Utkarsh Forum (2024-2025), leading 20+ members across 10+ initiatives.

Mar 2026

Deep Agents: Agentic AI & LangGraph

LangChain Academy

Completed advanced certification in building intelligent agents and orchestrating LLM workflows using LangGraph.

Verify Credential →
2025 — 2026

AI Fluency & Generative AI Practice

Anthropic & NVIDIA DLI

Earned Anthropic's "Framework and Foundations" and NVIDIA's "Generative AI Practice" certifications, specializing in LLM integrations.

Ready to automate the future?

Let's discuss forward-deployed AI engineering, autonomous agent architectures, and enterprise AI workflows.