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GenAI & Full-Stack Systems

Suhas Thammysetty

GENAI • FULL-STACK • C++ • NEXT.JSHYDERABAD, IN

Suhas Thammysetty • Full-Stack & GenAI Systems Engineer

Being creative is
what makes codehuman.

Building GenAI systems, full-stack web platforms, and high-performance software architectures.

GitHub
GENAI SYSTEMS & AGENTS
FULL-STACK NEXT.JS
C++ ALGORITHMS
WEBCRYPTO E2E ENCRYPTION
REALTIME SOCKET.IO
POSTGRESQL & DOCKER
GENAI SYSTEMS & AGENTS
FULL-STACK NEXT.JS
C++ ALGORITHMS
WEBCRYPTO E2E ENCRYPTION
REALTIME SOCKET.IO
POSTGRESQL & DOCKER
GENAI SYSTEMS & AGENTS
FULL-STACK NEXT.JS
C++ ALGORITHMS
WEBCRYPTO E2E ENCRYPTION
REALTIME SOCKET.IO
POSTGRESQL & DOCKER

Works

FeedforwardNN

A feedforward neural network implemented from scratch in C++ to demonstrate the math behind forward and backward passes.

C++PythonMake
Implementation Highlights
  • Architecture: 2 input → 1 hidden layer (configurable) → 1 output
  • Activation: Sigmoid (hidden + output)
  • No bias terms
  • Weight initialization: Random
  • Training: Online / stochastic gradient descent
  • Loss: Absolute error (averaged, logged every 100 epochs)
  • Training length: 10,000 epochs
  • Learning rate: 0.1
  • Logging: CSV output + Python loss plot
  • Purpose: clarity over production features
Focus: mathematical, instructional, honestView Repository

LanHUB

A LAN-focused, end-to-end encrypted collaboration app built with Next.js and TypeScript.

Next.jsTypeScriptWebCrypto API
Focus: security-aware, system-design focusedView Repository

TrickStroke

A real-time social-deduction word game using Socket.IO with authoritative server logic.

Socket.IONode.jsReact
Focus: event-driven, real-time systems thinkingView Repository
View All Projects & Repositories

Core Disciplines

Engineering domains bridging GenAI systems, full-stack applications, and low-level software.

GenAI & AI Systems

LLM integration pipelines, autonomous AI agents, prompt engineering, and intelligent system workflows.

GenAILLM PipelinesAI AgentsPythonTypeScript

Full-Stack Web Architecture

Next.js SSR/SSG, React, Tailwind CSS, PostgreSQL persistence, and type-safe REST APIs.

Next.jsReactTypeScriptPostgreSQLREST APIs

Systems & Security Infrastructure

Low-level C++ neural network matrix algorithms, WebCrypto AES-256-GCM security, and WebSockets state sync.

C++WebCrypto APISocket.IODockerAlgorithms
TECHNICAL WRITEUPS

GenAI & Systems Architecture Notes

Technical writeups analyzing AI agent workflows, real-time networking protocols, C++ matrix calculations, and WebCrypto primitives.

Read Writeups

Get In Touch

Available for full-stack & GenAI software engineering roles, projects, or discussions.