Hello, I'm

Nithish Suresh Babu

Lead AI Engineer · Data Scientist · AI Solutions Architect

AI Engineer with 7+ years of experience building agentic AI systems, financial automation pipelines, and reusable AI accelerators. End-to-end owner across discovery, architecture, and production deployment.

People's Choice of the Year 2025Google Cloud DevelopersAI Voice Agent

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About Me

Who I Am

I'm a Lead AI Engineer with 7+ years of experience building agentic AI systems, financial automation pipelines, and reusable AI accelerators for PE-backed portfolio companies and enterprise clients. I hold a Master's in Computer and Information Science from the University of Michigan.

I specialize in end-to-end AI solution delivery—from discovery and architecture to production deployment. Deep expertise in LLM orchestration (LangGraph, LangChain), Salesforce integrations, and cloud-native data engineering on AWS and Azure.

I'm an active open-source contributor to Google's go-github library, where I've implemented new API methods for GitHub Enterprise. Selected as People's Choice of the Year 2025 by Google Cloud Developers for building an AI Voice Agent that automates insurance quoting via phone calls.

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Years Experience

15+

Projects Deployed

AWS/Azure

Cloud Platforms

10+

AI Solutions

Tech Stack

TypeScript

Python

JavaScript

HTML/CSS

React

Next.js

Vue.js

Tailwind CSS

Shadcn UI

React Native

Expo

Flutter

Go Chi

FastAPI

WebSockets

REST APIs

PostgreSQL

Supabase

Convex

PocketBase

AWS Lambda

App Runner

RDS

Fargate

IAM

API Gateway

Route53

Docker

Kubernetes

k3s

CI/CD

Vercel

Coolify

Dokploy

Google AI SDK(Go, Python, JS)

AWS Bedrock

Rekognition

Polly

TensorFlow

LangChain

MCPs

AI Tools

Prompt Engineering

Postman

Project Highlights

ARR/NARR Calculator

AI-powered automated calculator replacing manual finance ops work

LangGraphSalesforceNetSuiteAWS

Days to seconds calculation time

Revenue Leakage Accelerator

Document intelligence tool for contract-vs-invoice discrepancies

LangGraphOpenAIPythonSharePoint API

Quantifiable revenue leakage KPIs

RAG Job Matching Pipeline

AI-powered job recommendations using semantic understanding

Gemini 2.5 FlashAWS BedrockSupabase

Improved match accuracy over text search

Aviation Insurance Workflow

Temporal-powered document generation for private jet policies

TemporalTypeScriptNode.js

30-branch decision tree automation

Featured Work

Recent Projects

Here are some of my recent projects showcasing Go backend development, cloud deployments, and full-stack applications.

webVercel

Chrono - AI-Powered Time Tracking SaaS

Full-stack SaaS for small teams featuring weekly timesheets, Kanban project boards, role-based team management, and AI-powered productivity analytics using Google Gemini.

Next.js 16React 19TypeScriptSQLiteTailwind CSS+2 more

Code Demo

webDocker

Local-Vibes - Event Discovery Platform

Full-stack event discovery platform built with Go backend and Vue.js frontend. Features real-time updates via WebSockets, event creation, search, and location-based filtering.

GoVue.jsWebSocketsPostgreSQLDocker+1 more

Code

backendAWS Fargate

Real-Time Tic-Tac-Toe - AWS Fargate

Multiplayer real-time tic-tac-toe game deployed on AWS Fargate with Docker. Features WebSocket-based gameplay, game rooms, and persistent game state.

GoAWS FargateDockerWebSocketsAWS ECS+1 more

Code

backendDocker

Manga Hosting Platform

Go-based manga hosting platform with Docker containerization. Features content delivery, user management, and chapter organization.

GoDockerPostgreSQLREST APIAWS S3

Code

backendDocker, Kubernetes

Go Language Expertise Projects

Collection of Go projects demonstrating backend development patterns, concurrency, and best practices. Includes REST APIs, gRPC services, and microservices architecture examples.

GogRPCREST APIMicroservicesDocker+3 more

Code

devopsKubernetes

Production Enterprise Application

Full-stack production enterprise application with Kubernetes deployment, microservices architecture, and enterprise-grade features.

TypeScriptNode.jsKubernetesDockerPostgreSQL+3 more

Code

mobile

Reef Guide - AI-Powered Fish Field Guide

Offline-first mobile field guide to reef-associated fishes of India with AI-powered fish identification using camera and Google Gemini integration.

FlutterDartSQLiteGoogle GenAICamera API+1 more

Code

backend

Chat WebApp - Scalable Real-Time Messaging

Scalable web chat application with WebSocket support, consistent hashing for horizontal scaling, and Kubernetes-ready architecture.

GoGorilla WebSocketSQLiteKubernetesConsistent Hashing+1 more

Code

web

Clos - AI-Powered Dating Application

Modern AI-powered dating application with intelligent matching, Supabase authentication, and privacy-focused design.

React 19TypeScriptViteSupabaseGoogle GenAI+1 more

Code

View All Projects

Work History

Experience

My professional journey and the companies I've had the privilege to work with.

Lead AI Engineer

Current

Tech TorchSouth Elgin, IL

Jul 2025 – Present

Architected and sole-developed an AI-powered ARR/NARR Calculator replacing a manual process handled by 5–10 finance ops staff, reducing calculation time from days to seconds. Engineered a trigger-based LangGraph pipeline that activates on Salesforce Opportunity stage change, resolves complex deal lineage (renewals, amendments, upgrades), and writes computed ARR/NARR matrices directly back to Salesforce. Eliminated 1–3 hrs of daily manual FP&A effort by building a fully automated report pipeline ingesting Salesforce and NetSuite data and delivering daily outputs to SharePoint via Microsoft Graph API.

LangGraphSalesforceNetSuitePythonReactAWSMicrosoft Graph API

Software Development Engineer - GenAI

Square ResultsSeattle, WA

Aug 2023 – July 2025

Architected RAG based job matching pipeline using Gemini 2.5 Flash that ingests user resume from AWS S3 and queries relevant job descriptions from AWS Bedrock knowledge base, generating personalised job recommendations. Built a secure, multi-tenant backend with FastAPI and responsive frontend with Next.js, ensuring strict data isolation.

FastAPINext.jsAWS S3AWS BedrockGemini 2.5SupabaseDockerGitHub Actions

Software Developer

ClassA.AISeattle, WA

Jul 2022 - Jul 2023

Re-architected a document generation workflow for an aviation insurance platform using Temporal to manage a complex 30-branch decision tree for private jet insurance policies. Replaced a fragmented, database-backed state machine with a durable workflow model.

TemporalTypeScriptNode.jsDocument Generation

My Expertise

Skills & Technologies

Comprehensive tech stack spanning frontend, backend, cloud, and AI. Each skill shows real-world projects where it's applied.

Python

AI/ML Projects+2

TypeScript

Chrono+2

JavaScript

Frontend Projects+1

Go

Local-Vibes+3

HTML/CSS

All Web Projects

SQL

Database Queries+2

SOQL

Salesforce Queries

PySpark

Data Processing

React

AI Recipe Generator+1

Next.js

Chrono+2

Vue.js

Local-Vibes Platform

Tailwind CSS

All Recent Projects

Shadcn UI

Chrono+1

React Native

Mobile Apps

Expo

Mobile Development

Flutter

Cross-platform Apps

AWS Amplify

Full-stack Projects

Go Chi

Local-Vibes+2

FastAPI

AI/ML APIs+1

WebSockets

Tic-Tac-Toe+1

REST APIs

Go-Lang Projects+1

PostgreSQL

Local-Vibes+1

Supabase

Full-stack Apps

Convex

Real-time Apps

PocketBase

Backend Services

AWS Lambda

Serverless Functions

AWS App Runner

Containerized Apps

AWS RDS

Database Management

AWS S3

File Storage+1

AWS Fargate

Tic-Tac-Toe Game

AWS Bedrock

AI Model Integration

Azure ADF

Data Engineering

Azure ACI

Container Instances

Azure ACR

Container Registry

Azure DevOps

CI/CD Pipelines

AzureML

ML Workflows

Databricks

Data Processing

Snowflake

Data Warehouse

Docker

Local-Vibes+2

Kubernetes

Production App+1

k3s

Lightweight K8s

CI/CD

Deployment Pipelines

Vercel

Next.js Deployments

LangGraph

ARR Calculator+2

LangChain

AI Applications+1

OpenAI API

Document Intelligence+1

Anthropic API

AI Applications

HuggingFace

Model Deployment+1

Google Gemini

Chrono AI Analytics+1

AWS Bedrock AI

AI Model Integration

TensorFlow

Deep Learning+1

PyTorch

Deep Learning

XGBoost

ML Models

FastText

Text Classification

BERT

NLP Models

Prophet

Time Series Forecasting

Scikit-learn

ML Models

MLFlow

MLOps

Prompt Engineering

AI Integration

Salesforce

ARR Calculator+1

NetSuite

FP&A Pipeline

SAP

Enterprise Integration

Microsoft Graph API

SharePoint Integration

SharePoint

Document Automation

N8N

Workflow Automation

Cursor

AI-Assisted Development

Claude Code

AI-Assisted Development

OpenAI Codex

AI-Assisted Development

Git

Version Control

Azure DevOps CI/CD

CI/CD

Power BI

Data Visualization

Tableau

Data Visualization

Plotly

Data Visualization

Seaborn

Data Visualization

Also experienced with:

CoolifyDokployRoute53IAMAWS RekognitionAWS PollyPostman

Get In Touch

Contact Me

Have a project in mind or want to collaborate? I'd love to hear from you.

nithish952001@gmail.com

Phone

+1 (206) 226-8935

Location

Seattle, WA

Discord

nithish_95

Connect With Me

Available for new opportunities