AI Engineer & Data Analyst crafting data-driven solutions — from machine learning pipelines to full-stack web applications. I turn raw data into actionable intelligence.
I'm Umang Mojidra — a CSE student who fell in love with data and AI. While others were memorising theory, I was building: credit risk models, employee management systems, e-commerce platforms, and analytics dashboards.
I don't just code — I engineer outcomes. My approach is simple: understand the problem deeply, then let data lead the way. Every project I build solves a real business problem.
Trained at Asian Technology Hub, Hyderabad — where I sharpened my full-stack and AI skills in Python, building production-grade systems from ground up.
Technologies I use to transform raw data and ideas into intelligent, high-impact solutions.
Real-world builds that solve real problems — each one shipped, documented, and deployed.
Production-grade ML-powered REST API + Web Dashboard for real-time loan fraud risk assessment. Dual-engine scoring (rule-based + Random Forest, 88% accuracy) processing 31,686 borrower records — deployed live on Render with TiDB Serverless.
Full-stack HR system with attendance tracking, automated payroll processing, analytics dashboard, and role-based access control.
Full-stack e-commerce with JWT auth, Razorpay payments, cart & order management, and a role-based admin dashboard — built on Flask + MySQL.
End-to-end credit risk analysis on 1500+ retail loans — NPA patterns, risk segmentation, and default prediction insights.
Deep EDA on 2000+ retail transactions and employee performance data — sales trends, staff productivity, and strategic dashboards.
Desktop analytics tool — department-wise usage, peak hours, productivity scores, and automated executive dashboard reports.
SQL-backed banking system with account management, loan tracking, branch-wise analytics, and transaction reporting via Python CLI.
A continuous journey of building, learning, and shipping — driven by curiosity and ambition.
If you're building something ambitious — I want to be part of it. Let's connect.