Jatin Parab / Senior Software Engineer
Jatin Parab

Building intelligent systems for education.

I specialise in AI/LLM systems and full-stack web applications. Currently at Codecademy, building agentic learning experiences for one of the world's largest coding education platforms.

AI Systems

Agentic product experiences

Full Stack

Web apps, services & infra

Product Engineer

Scalable user-facing systems

I believe great engineers turn unclear problems into systems that people can actually use. I love building products that feel simple on the surface, but are backed by thoughtful architecture, clear tradeoffs, and reliability when things go out of control.

Coding started for me back in 8th grade with a quizzing game for my friends. It became serious after an intruder incident at home pushed me to make SPICam, a Raspberry Pi security project.

Tech has been a constant since then, personally and professionally.

Today, I'm a Sr. Software Engineer at Codecademy, building AI-powered learning experiences across agentic systems, LLM infrastructure, and full-stack product work. Before that, as a founding engineer at Upraised, helping build a learning platform from scratch and applying LLMs to evaluation and scoring workflows.

Outside of work, I'm a musician, calisthenics enthusiast and an overall decent human-being :)

Codecademy Projects

AI learning products for coding education at platform scale.

AI Builder product screenshot
End to end build & learn experience

AI Builder

Codecademy

An agentic coding environment that pairs building with active learning, so learners understand why the generated code works.

  • Combines code generation, explanation, and checkpoints in one workflow.
  • Positions AI as a teaching layer instead of only a code-output tool.
  • Explores the future of learning through building-first practice.
AgentsIDE UXLLM workflowsLearning design
AI Learning Assistant product screenshot
Chat-based Agentic Flow

AI Learning Assistant

Codecademy

A Socratic in-platform tutor with full course context that helps learners debug code and understand concepts without giving away the answer.

  • Designed for course-aware tutoring inside active learning flows.
  • Balances learner agency with guardrails against answer dumping.
  • Shipped with strong learner satisfaction signals.
Agentic WorkflowRAGContext Management
AI Custom Projects product screenshot
Coding harness and learning pipeline

AI Custom Projects

Codecademy

A multi-step agentic pipeline that scaffolds personalised coding projects from a learner's chosen technologies, goals, and interests.

  • Turns open-ended learner intent into structured project specs.
  • Generates milestone-based build instructions with practical constraints.
  • Helps learners find meaningful practice without a blank page.
Agent HarnessEvaluationLLM Pipeline
Side Projects

homectl project screenshot
Creator

homectl

Side Project

A distributed manager-agent control plane in Go for orchestrating Docker services across multiple nodes.

  • Fault-tolerant service health monitoring.
  • Automatic crash recovery across homelab nodes.
  • Pragmatic control plane design for self-hosted infrastructure.
GoDockerDistributed systems

5 Essential Skills for AI Literacy and Collaboration

01

A practical piece written with KNIME on prompt engineering, task decomposition, and integrating AI into real workflows.

The Art of Consciousness

02

A reflective essay on consciousness, awareness, and the strange experience of being a thinking person.

The Beauty of Data Structures

03

A technical essay on why data structures are more than interview material: they shape how we model and solve problems.

Why You Should Respect Music That You Don't Like

04

A personal philosophy piece on taste, attention, and respecting craft even when something is not for you.

Meet SPICam: My Raspberry Pi Project and the Story Behind It

05

The story behind a Raspberry Pi security camera project that turned an unsettling incident into a real build.