Sai Sumanth Reddy Kachi

About Me

Get to know me a little better

I'm a passionate AI Engineer & Full-Stack Developer currently pursuing my Master's in Information Systems at the University of Maryland, Baltimore County. With 3+ years of experience building production LLM systems, I specialize in RAG pipelines, multi-agent orchestration, and AI integration.

My journey spans from architecting multi-agent SDLC frameworks with 8 specialized AI agents to building MCP AI agents with Claude Sonnet 4.6 (Amazon Bedrock) for healthcare portals. I thrive at the intersection of AI engineering and full-stack development, shipping AI features at scale.

When I'm not building AI systems, you'll find me exploring the latest in LLM research, contributing to agent frameworks, or optimizing RAG pipelines for better performance.

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AI Agents Built

Work Experience

My professional journey so far

Software Engineer Intern

Minnodi LLC

Nov 2025 – Present Baltimore, MD

Built MCP AI agents leveraging Claude Sonnet 4.6 (Amazon Bedrock) for a healthcare portal, analyzing 500+ patient histories, generating pre-consultation summaries, and a GitHub Assistant for commit summarization.
Implemented 10 RESTful APIs for document workflows, patient records, and appointment scheduling with role-based access control across 4 user roles, cutting 20+ hours of weekly administrative workload.
Designed normalized database schema with optimized indexing and relational queries, reducing data retrieval latency by 35% while supporting 1,000+ active records.

Claude Sonnet 4.6 Amazon Bedrock MCP Express.js Supabase Healthcare

Software Development Engineer

RSM US LLP

Aug 2022 – Jun 2024 Bangalore, India

Led end-to-end design and Azure-hosted deployment of Enterprise Mobility Solution (React.js, Node.js, Express.js) within an Agile/Scrum framework, automating 95% of scheduling workflows for 5,000+ employees, saving 80+ admin hours monthly and earning the "Shining Star" award.
Optimized system performance across 10 enterprise applications through configuration improvements and code refactoring, reducing latency by 30%.
Engineered multi-functional API system with role-based access across 10 permission levels, serving 2,000+ users and 10 teams across the enterprise, improving cross-team development efficiency by 30%.

React.js Node.js Express.js Azure Agile/Scrum

Programmer Analyst

Cognizant Technology Solutions

Mar 2022 – Jul 2022 Bangalore, India

Developed 20+ reusable application components with TypeScript following established coding standards, reducing development time by 40% and supporting consistent enterprise application architecture.
Designed efficient database models and implemented indexing strategies, reducing query execution time by 40% and enhancing backend scalability for high-traffic enterprise operations.

React.js TypeScript Node.js Database Design

Featured Projects

Check out some of my recent work

Featured

Kernel: AI-Native SDLC Framework

Architected a multi-agent SDLC runtime that orchestrates 8 specialized AI agents (PM, BA, Architect, Developer, QA, Security, DevOps) across 3 phase-gated workflows, enforcing mandatory deliverables and human approval gates before each phase transition.

Multi-Agent Orchestration Claude API SDLC Design Python

8 specialized AI agents across PM, BA, Architect, Developer, QA, Security, DevOps roles
3 phase-gated workflows with mandatory human approval gates

GitHub

Invenio: AI-Powered Job Discovery

Built a full-stack job discovery platform using Claude Code with vibe coding and context engineering workflows, featuring intelligent multi-ATS scraping, real-time alerts and role-based filtering, currently serving 20+ users.

React.js Node.js Express.js AWS Supabase Gemini

Serving 20+ users with intelligent multi-ATS scraping
Real-time alerts and role-based filtering

GitHub

We Zaap: AI Interview Simulator

Developed the frontend for an AI-powered interview simulator supporting 10 job roles, implementing lazy loading and RAG-based context retrieval for role-specific questions, currently serving 50+ students.

React.js FastAPI RAG PostgreSQL LLMs

Supporting 10 job roles with RAG-powered role-specific questions
Serving 50+ students with lazy loading for performance

GitHub

Technical Skills

My expertise across various technologies and tools

Python

JavaScript

TypeScript

HTML5

CSS3

C

C++

React.js

Next.js

Node.js

Express.js

NestJS

FastAPI

.NET

LangChain

n8n

MySQL

PostgreSQL

MongoDB

Firebase

Oracle

Redis

Supabase

AWS

Azure

GCP

Docker

Kubernetes

Jenkins

Git

GitHub

LLMs

RAG Pipelines

Multi-Agent Orchestration

Prompt Engineering

MCP

Claude API

Amazon Bedrock

Vector DBs

LangChain

Azure OpenAI

REST APIs

Microservices

System Design

Context Window Mgmt

Caching

API Security

Agile/Scrum

CI/CD Pipelines

My Education

Academic background and qualifications

Master of Science

Information Systems

University of Maryland, Baltimore County

Baltimore, MD Expected May 2026

GPA 3.85

Relevant Coursework: Artificial Intelligence, Natural Language Processing, Data Structures & Algorithms, Cloud Computing, System Design

Bachelor of Science

Computer Science

Dayananda Sagar Institutions

Bangalore, India Aug 2018 – Jul 2022

GPA 3.77

Let's Connect

I'm always open to new opportunities and conversations

I'm currently open to new opportunities and would love to hear from you. Whether you have a question, a project idea, or just want to say hello, my inbox is always open!

Email saisumanthreddy216@gmail.com

Phone 667-445-9499

LinkedIn linkedin.com/in/sumanth14

GitHub github.com/sumanth-14

Say Hello