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GAURAV SINGH

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ABOUT_ME

Software Engineer · AI Agents & Distributed Systems

Software Engineer with 3+ years of experience building production AI Agent Systems and scalable Distributed Services. Currently working as an AI Software Engineer at University at Buffalo, focusing on Multi-Agent Orchestration, Semantic Search, and reliable distributed services.

I build end-to-end AI systems: MCP-based Agents with LangGraph/LangChain, RAG Pipelines, and full-stack platforms like AutoRSR and X-Voice that combine low-latency user experiences with production-grade reliability.

My experience spans event-driven microservices, Kafka-based Data Pipelines processing hundreds of thousands of daily events, and cloud-native deployments on AWS and Azure with strong observability and CI/CD.

Core Stack: Python, TypeScript, Java, C#, LangGraph, LangChain, RAG, React, Next.js, Spring Boot, .NET, Kafka, PostgreSQL, Redis, Docker, Kubernetes.

MS in Computer Science from University at Buffalo (3.9 GPA), with certifications across AWS, Azure AI, and GCP. Open to Software Engineer, AI/ML Engineer, and Applied AI Engineer roles.

PROJECTS

Innovative solutions and cutting-edge implementations

FEATURED

WeatherWise Agent

AI-powered weather assistant built with LangGraph and MCP (Model Context Protocol). Natural language queries for real-time weather, forecasts, air quality, and alerts. Deployed on GCP using Vertex AI with Dockerized microservices and network isolation.

LangGraph + MCP architecture SSE streaming responses GCP / Vertex AI deployed Docker microservices

FastAPI LangGraph MCP Next.js Vertex AI GCP Docker Gemini

GitHub Live Demo

FEATURED

Clinical QA Intelligence

AI-powered clinical question-answering system that synthesizes evidence from ClinicalTrials.gov and PubMed. Delivers cited, confidence-scored answers to medical questions using Google Gemini for intelligent query routing and response generation.

Multi-source evidence synthesis Inline citations Confidence scoring GCP Cloud Run deployed

FastAPI Python React TypeScript PostgreSQL Google Gemini Docker GCP

GitHub Live Demo

FEATURED

Campaign Intelligence Assistant

AI-powered campaign analytics tool for adtech teams. Natural language chat interface that queries campaign databases, generates LCI attribution reports, compares campaigns, and recommends audience segments.

LangGraph agent w/ 5 tools Real-time SSE streaming pgvector semantic search Serverless (Vercel + Neon)

FastAPI LangGraph Next.js PostgreSQL pgvector Groq Gemini Vercel Neon

GitHub Live Demo

AI AGENTS

Agentic MCP Hub

Enterprise-grade MCP server that gives AI agents a unified interface to Jira, Slack, and SQL databases. Designed for secure, multi-step agentic workflows across enterprise systems.

Jira + Slack + SQL Secure workflows Enterprise-grade Multi-step agents

Python MCP SQLAlchemy Pydantic Enterprise

GitHub

FEATURED

X-Voice - Voice Analytics AI

Deep learning system for predicting accent, age, and gender from voice data using pi-whisper and LoRA fine-tuning. Real-time speech analysis with high accuracy.

Real-time speech analysis LoRA fine-tuning Accent prediction Age & gender detection

Python Pi-whisper LoRA Deep Learning Speech Analysis

Live Demo

RESEARCH

AutoRSR - Speech Disorder Detection

AI-powered system for early detection of speech disorders in children using advanced machine learning. Determines whether a child requires Speech-Language Pathologist (SLP) attention with high accuracy.

Early disorder detection SLP screening High accuracy ML Healthcare AI

Python Machine Learning Speech Analysis AI Detection Healthcare

Live Demo

ACTIVELY CONTRIBUTING IN 2026

OPEN_SOURCE

Real-world contributions to production open source projects

awslabs / agent-squad

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

7.5k+ Stars Python 3 PRs

Pull Requests

fix(supervisor): Fix SupervisorAgent crash when agent response is a dict

feat(agents): Add GeminiAgent for Google Gemini model support

fix(chain): Fix ChainAgent raising raw string instead of Exception object

View Repo

BerriAI / LiteLLM

100 LLM APIs in one OpenAI-compatible interface — Python proxy, load balancing, spend tracking & observability. One of the most starred Python AI infra projects on GitHub.

39k+ Stars Python 5 PRs

Pull Requests

fix(mcp): Strip stale mcp-session-id to prevent 400 errors across proxy workers

fix(proxy): honor MAX_STRING_LENGTH_PROMPT_IN_DB from config env vars

fix(streaming): prevent Vertex AI / Anthropic content truncation when finish_reason races content

fix(proxy): add periodic MCP server DB sync for cross-pod consistency

fix(proxy): ProxyException.__str__() returns empty string - all error logs are blank

View Repo

aden-hive / hive

Open-source AI agent framework with parallel execution, memory management, and composable workflows for building production-grade autonomous agents.

Growing Python 2 PRs Merged · 1 Issue Filed

Pull Requests

fix(executor): enforce branch timeout and memory conflict strategy in parallel execution Bug Found & Fixed Merged

feat(events): emit GOAL_ACHIEVED event on terminal-node success Feature Proposed & Built Merged

Wired unused branch_timeout_seconds and memory_conflict_strategy configs into the parallel execution path with 6 new tests. Also filed a feature request for GOAL_ACHIEVED event emission and implemented the solution in a separate PR.

View Repo

shinzo-labs / shinzo

Complete observability platform for AI agents and MCP servers. Improve AI deployment outcomes, identify inference inefficiencies, and gain insights into real agent usage patterns.

Growing TypeScript 1 PR

Pull Requests

Session Replay & Analytics Feature

Implemented full session replay & analytics backend — capturing MCP tool call sequences, token usage, latency, and session timelines for production AI agents.

View Repo

View GitHub Profile

BLOGS & POSTS

Technical insights and knowledge sharing

AWS Open Source AI Agents

LinkedIn Post • Open Source

SKILLS

Technology stack and expertise

AI / ML

Advanced

Java

Expert

Python

Expert

LangChain / Agents

Advanced

AWS Cloud

Advanced

Spring Boot

Advanced

React / Next.js

Advanced

PostgreSQL / SQL

Advanced

RESUME

Education

MS in Computer Science & Engineering

Dec 2025

University at Buffalo - SUNY, New York, USA

GPA: 3.9/4.0

Coursework: Distributed Systems, Operating Systems, Deep Learning, AI/ML, Algorithms & Analysis, Cloud Computing

Professional Experience

AI Software Engineer

Jan 2026 - Present

University at Buffalo, United States

Research Assistant

Nov 2024 - Dec 2025

The Research Foundation for SUNY, United States

Software Engineer Intern

Jun 2024 - Aug 2024

Muni Health, USA

Software Engineer

Feb 2022 - Jun 2024

TCS

Software Engineer

Apr 2020 - Dec 2021

Netcore Solutions, India

TUTORIALS

Educational content from WorkCode & Gaurav YouTube channel

WorkCode & Gaurav

Cloud Computing & Web Hosting

In this video, I have talked about Cloud Computing fundamentals and Web Hosting concepts.

WorkCode & Gaurav

Data Structure & Algorithm

In this video, I have talked about Data Structure/Algorithm concepts and implementation techniques.

WorkCode & Gaurav

Boyer Moore's Voting Algorithm

In this video, I have talked about Boyer Moore's Voting Algorithm to find the Majority Element in a given array.

WorkCode & Gaurav

How to Write TOEFL Essays

In this video, I have talked about effective strategies and techniques for writing TOEFL essays.

Visit Channel

TERMINAL

SYSTEM_INFO

CONNECT

Let's discuss your next project or just say hello!

Location

Buffalo, New York, USA

Email

ksingh.gav@gmail.com

Response

Within 24 hours

GAURAV SINGH

ABOUT_ME

Software Engineer · AI Agents & Distributed Systems

PROJECTS

WeatherWise Agent

Clinical QA Intelligence

Campaign Intelligence Assistant

Agentic MCP Hub

X-Voice - Voice Analytics AI

AutoRSR - Speech Disorder Detection

OPEN_SOURCE

awslabs / agent-squad

BerriAI / LiteLLM

aden-hive / hive

shinzo-labs / shinzo

BLOGS & POSTS

From an AWS Session to Shipping 3 PRs to awslabs/agent-squad

Campaign Intelligence Assistant: AI Analytics for AdTech

AutoFlow MCP: Giving Your AI Browser Superpowers

Observability Tools for AI Agents: Debugging the Black Box

Building Observability for AI Agents: 3 Hurdles & Fixes

I Stopped Writing Glue Code & Started Building Infrastructure

Cloud Computing: Revolutionizing the Digital Landscape

Kubernetes Config Externalization: A Comprehensive Tutorial

SKILLS

RESUME

Education

MS in Computer Science & Engineering

Dec 2025

Professional Experience

AI Software Engineer

Jan 2026 - Present

Research Assistant

Nov 2024 - Dec 2025

Software Engineer Intern

Jun 2024 - Aug 2024

Software Engineer

Feb 2022 - Jun 2024

Software Engineer

Apr 2020 - Dec 2021

TUTORIALS

Cloud Computing & Web Hosting

Data Structure & Algorithm

Boyer Moore's Voting Algorithm

How to Write TOEFL Essays

TERMINAL

CONNECT

Location

Email

Response