PS
Open to AI/ML roles

Partha Saradhi

AI Engineer at Lyzr AI, building voice agents, shipping agentic backends

I build AI agents, and I can't sit on an idea for long. Most of mine get built, shipped and shown within the week.

9 shipped2–4 day prototypesKnight 1887
Laptop and notebook on a wooden desk
the desk
Hands holding a phone over a laptop
shipping
Two coffee cups on a café table
fuel

What I build

Path so far

Lyzr AI

Full Stack Engineer · Voice agents and customer AI prototypes

00:00IST

Bengaluru, India

21°partly cloudy2day streak
01/07

Work and education

$ git log --graph --career

  4. fbbfecb init: wrote my first line of C++ · 2021

02/07

Tools I reach for

Daily 17Often 23Dabbled 8

Hover a star to light its constellation, tap for where I used it.

03/07

Projects

All projects

3 featured of 9

How a generation request flows

Client

API

Agent pipeline

Data

Services

Hover or tap any part to trace what it talks to. 19 parts, 26 connections. Swipe sideways to see it all.

GhostWriterAIShipped

Five LangGraph agents that turn a raw idea into a LinkedIn post, used by 50+ people in production.

  • FastAPI
  • LangGraph
  • Gemini
  • PostgreSQL
  • SQLAlchemy
  • React
  • Docker
  • pytest
Case study
How a prediction request flows

Clients

Edge

Service layer

Data

Outside

Hover or tap any part to trace what it talks to. 16 parts, 20 connections. Swipe sideways to see it all.

InferXShipped

An MLOps platform for deploying, versioning and serving scikit-learn models, with repeat predictions cached down to 2ms.

  • FastAPI
  • PostgreSQL
  • Redis
  • SQLAlchemy
  • Next.js
  • Docker
  • Pydantic
  • pytest
Case study
Placeholder screen
1/ 0
From spec to running MCP server

Clients

FastAPI app

Celery workers

Data

External

Hover or tap any part to trace what it talks to. 18 parts, 22 connections. Swipe sideways to see it all.

MCPForgeShipped

Turns an OpenAPI spec into a hosted, authenticated MCP server, with AI-rewritten tool descriptions and a security scan before deploy.

  • FastAPI
  • Next.js
  • PostgreSQL
  • Redis
  • Celery
  • MCP
  • Turborepo
  • TypeScript
Case study
04/07

Writing

All posts
Advanced RAG: hybrid search, reranking, agents14 min
RAG explained: build retrieval-augmented generation12 min
Context engineering: why the window beats the prompt13 min
05/07

Around the site

Off the clockA roll of film from the weekends.Typing testThirty seconds. Take the top spot.Say hello, tell me what you’re building, or just wave.GuestbookLeave a line. It goes on the wall.UsesThe desk, the editor, the soundtrack.
06/07

Activity

429 contributions in the last year

longest streak 4 days

@wittyparth on GitHub
07/07

Get in touch

I'm open to conversations about AI engineering roles, agent infrastructure and interesting problems. Email is fastest.

© Partha Saradhi Munakala