Product engineer · Full-stack · AI-first
I build systems
people enjoy using.
From responsive interfaces to distributed backends, I turn complex product problems into fast, dependable experiences.
ENGINEER PROFILE● BUILDING NOW
GG
Geo George KProduct-focused full-stack engineer
2.5+ YRS
React◆TypeScript◆Java◆Spring Boot◆Node.js◆SQL◆AWS◆AI workflows
Selected builds / 03
Products engineered
from interface to infra.
I like work where product judgment and technical depth share the same backlog.
Distributed University ERP
Modular institutional workflows connecting responsive React interfaces, REST services, Redis-backed components, and high-volume asynchronous processing.
- React
- Spring Boot
- AWS SQS
- Redis
Built for the real worldMultiple roles · High-volume workflows · Reliable delivery
RAG-Enabled ERP Assistant
An AI-enabled product with role-based authorization, retrieval-augmented generation, and optimized retrieval for fast, relevant responses.
- FastAPI
- React
- Redis
- Qdrant
AI with product boundariesSecure access · Focused retrieval · Practical UX
Student–Teacher Platform
Full-stack scheduling, reporting, content management, and student–teacher workflows designed as one coherent product experience.
- Django
- React
- REST APIs
- PostgreSQL
Complexity, made usableScheduling · Reporting · Content workflows
How I see product engineering
Every feature is part of a larger world.
The best experiences connect interface, architecture, performance, and player intent. I care about how every layer affects the moment someone clicks, waits, decides, or returns.
UI · SYSTEMS · DATA CONNECTED
PLAYER EXPERIENCE THE PRIORITY
Release history
Shipped, measured,
improved.
2026 — NOW
Freelance Software Engineer / AI Evaluator
DataAnnotation.tech · Remote
Evaluate AI-generated full-stack solutions across modern web stacks and large open-source repositories. Design benchmarks around architecture analysis, bug isolation, code modification, and automated testing.
- Independent async execution
- Reproducible technical evidence
- Performance and maintainability review
2023 — 2026
Software Engineer
Iolite Technologies · Bengaluru
Owned ERP features across React, Java/Spring Boot, NestJS, relational databases, and AWS—from the user interface through production workflows.
- Improved API response time by 40%
- Raised async throughput by 60%
- Reduced notification failures by 45%
Engineering playbook
The way I work is part of the product.
Own the whole loop
Understand the user need, design the boundaries, ship the feature, and stay for the production feedback.
Make speed visible
Performance is a product feature. Measure bottlenecks, remove waste, and protect the moments people feel.
Write for the next move
Clear decisions and reproducible evidence keep async teams aligned and moving without extra meetings.
Use AI with judgment
AI can multiply exploration and delivery—but correctness, maintainability, and product sense remain the standard.
Beyond the backlog
Engineer by craft.
Player by instinct.
I’m drawn to products where systems thinking and human decision-making meet. Strategy board games sharpen the same muscles I use in engineering: reading constraints, anticipating second-order effects, and finding the move with the most impact.
Based in India, comfortable in remote asynchronous teams, and happiest where ownership is real. B.Tech in Computer Science Engineering from the Albertian Institute of Science and Technology.
Next move