Available for freelance

Samarth S Shetty

AI Engineer · Autonomous Systems · LLM Pipelines

I build autonomous AI agents and production-grade automation pipelines that think, decide, and act — zero human in the loop. Currently building AutoApply at Zyngate. IEEE published. Patent approved.

~/autoapply $ python run_agent.py
Initializing AutoApply agent...
Connected to JSearch API
MongoDB Atlas ready
Groq LLM loaded
Running pipeline...
Searching jobs for user_prefs...
Found 47 matching listings
Parsing resume data...
Generating cover letters...
Sending via SMTP...
47 applications sent
All tracked in DB
IEEE Published Research
2024 Patent Approved
~30% Manual effort saved
8.68 CGPA · NMAM
4+ Production systems
Selected Work

Projects that ship.

Autonomous Agent · RAG · Production

Ticket Triage Agent

Production agentic system that autonomously classifies support tickets, retrieves context via RAG over a vector knowledge base, reasons over routing logic, and executes decisions — end-to-end, no manual intervention. Reduced operational effort by ~30%.

Python RAG Vector Search FastAPI Docker Function Calling Structured Outputs
ML Inference · Production API

Hindi Speech Recognition API

Production-ready FastAPI application for Hindi speech recognition using NVIDIA NeMo's Conformer CTC model, optimized with ONNX for fast inference. Dual server modes, web interface, Docker containerized. Full builder ownership: idea → prototype → optimize → deploy.

Python NVIDIA NeMo ONNX Runtime FastAPI Docker Hindi ASR
NLP · AI Pipeline

Resume Screener

AI-powered resume screening pipeline that extracts, parses, and scores candidate profiles against job requirements. Structured data extraction from unstructured documents feeding into downstream automation steps.

Python NLP LLM FastAPI Document Parsing
Computer Vision · Deep Learning · IEEE

Areca Nut Disease Classifier

Deep learning-based classification of Areca Nut Yellow Leaf Disease using ResNet-50 CNN. Trained on multi-class leaf image dataset. Peer-reviewed and published at IEEE 2024 International Conference.

Python ResNet-50 CNN Transfer Learning Computer Vision IEEE Published
Computer Vision · Image Recognition

Python Image Recognition

Image recognition system built with Python demonstrating computer vision pipeline from preprocessing to classification. Clean, modular codebase with well-documented inference pipeline.

Python Computer Vision Deep Learning Image Classification
Tech Stack

What I work with.

Agentic AI
Groq AI OpenAI API Anthropic API Function Calling Structured Outputs Prompt Engineering Tool Use
RAG & Retrieval
Vector Search Embeddings Semantic Search Context Injection LangChain
Engineering
Python FastAPI Flask MongoDB Atlas Docker REST APIs Git Linux
Automation
Web Scraping Data Extraction SMTP Automation API Chaining Cron Pipelines Webhooks FFmpeg
Work History

Where I've built.

Zyngate
Dec 2025 – Present
Python & AI Development Intern · Remote
  • Building AutoApply — a production AI SaaS for automated job applications targeting Middle East markets
  • Engineered LLM-powered email generation using Groq AI reading parsed resume data at scale
  • Architected MongoDB pipeline across input, working, and output collections for multi-step autonomous workflow
  • Built master orchestrator chaining all steps end-to-end — cron-scheduled, dry-run capable, production-ready
Manipal Technologies Ltd
Jan 2025 – Jun 2025
Full-Stack Developer Intern
  • Automated high-friction operational workflows reducing manual effort by over 25%
  • Built backend systems integrating external data sources, internal databases, and reporting pipelines
  • Delivered production-ready services with rigorous testing under real enterprise usage
99Games Pvt Ltd
Feb 2023 – Apr 2023
Game Developer Intern
  • Shipped production mobile applications through rapid iteration and systematic debugging
Research & Education

Credentials.

📄
IEEE Publication
Deep Learning-Based Classification of Areca Nut Yellow Leaf Disease with ResNet-50 CNN — peer-reviewed, 127 full-text views on IEEE Xplore.
IEEE Xplore · 2024 →
🏛️
Approved Patent · 2024
Autonomous Drone-Based Disease Detection System — fully autonomous AI combining perception, reasoning, and action. The same agent architecture pattern used in production work.
Patent · 2024
🎓
B.E. Robotics & AI
N.M.A.M Institute of Technology · 2021–2025 · CGPA 8.68/10. Coursework: ML, Deep Learning, NLP, Autonomous Systems, Robotics, Computer Vision.
CGPA 8.68 · 2025
Currently Building
AutoApply at Zyngate — a production-bound AI SaaS for automated job applications targeting Middle East markets. Live, shipping, real users.
Live · Production

Let's build something.

Need an AI agent, automation pipeline, or LLM workflow? I ship fast, test everything, and write code you can maintain. Message me and I'll confirm feasibility before you commit.