By The Chronicle Editorial Team · Christ University, Bangalore

In an era where most undergraduates are still debating which framework to learn, Mahadev Ambadi SS of Christ University has quietly built an ERP system for a robotics firm, an AI-powered interview prep platform, a machine learning threat detection engine, and an airport operations intelligence dashboard — all before his final year.

"I just kept turning ideas into products."

Four internships and ten-plus deployments later, that philosophy has produced a portfolio that reads less like a student project list and more like a small technology company's sprint board. His flagship product, HackerCompliment, combines Next.js, Supabase, and generative AI to deliver a live interview preparation experience — complete with Razorpay billing integration.

"Built an ERP system before fully mastering TypeScript. Turns almost every idea into a dashboard."

— Mahadev, on his own approach

When asked about the secret, Ambadi keeps it simple: pick a real problem, ship something, learn from the wreckage, repeat. The GenRobotics ERP platform alone — spanning procurement, inventory, vendor management, and workflow automation — would be a meaningful internship project. He built it as a student.

ERP Built From Scratch For Robotics Giant

The GenRobotics ERP platform — spanning procurement, inventory, vendor management, and workflow automation — represents the most technically ambitious work in this portfolio. Built end-to-end as a student, the system is now in active operational use at a real company.

Next.js · Node.js · SQL · Workflow Automation

ML Model Detects Cyber Threats In Real Time

Using TensorFlow and Keras, a classification model was trained to monitor live network telemetry and flag anomalous behaviour patterns. The dashboard gives security teams instant visual threat context with zero manual log-digging.

TensorFlow · Keras · Scikit-learn · Python

Airport Operations Brought Into One Dashboard

The Airport Parking Operations Dashboard consolidates fragmented operational data into a single analytics interface — cutting report generation time and surfacing patterns invisible in raw logs. Currently serving live airport data.

Streamlit · Pandas · NumPy · Excel · SQL

AI-Powered Interview Preparation, Live in Production

HackerCompliment is not a demo. It is a deployed, billing-integrated, generative AI platform built to help engineers prepare for technical interviews. Users sign up, pay via Razorpay, and get AI-driven feedback on their responses in real time.

Stack: Next.js · TypeScript · Supabase · Generative AI · Razorpay

Status: 🟢 Active · Accepting users

Generative AI Knowledge Assistant For Campus

A context-aware chatbot trained on university-specific knowledge — covering admissions, curriculum, events, and administrative queries. Built to handle the volume of repetitive questions that overwhelm university helpdesks.

Stack: LLMs · RAG · NLP · Generative AI

Status: 🟡 In Progress · Launching soon

Languages

Python  ████████████████████  Expert
TypeScript ████████████████░░  Advanced
Java    ██████████████░░░░░░  Proficient
SQL     ████████████████████  Expert
C       ████████████░░░░░░░░  Proficient

Full Stack

Next.js React Angular Node.js Express.js Django Flask

AI / ML

TensorFlow Keras Scikit-learn NLP LLMs Generative AI

Data

Pandas NumPy Streamlit Excel Dashboarding

Cloud & Infra

AWS Docker Git GitHub Supabase

2024  ●━━━━━━━━━━━━━━━━━━━━━━━━━━━━
      First internship
      Foundations laid

2025  ●━━━━━━━━━━━━━━━━━━━━━━━━━━━━
      Full stack development
      Machine learning projects

2026  ●━━━━━━━━━━━━━━━━━━━━━━━━━━━━
      ERP systems
      AI products shipped
      Operations analytics

2027  ○ ·  ·  ·  ·  ·  ·  ·  ·  ·
      Loading...

• AI Agents & Multi-Agent Systems
• Retrieval-Augmented Generation (RAG)
• Cloud Architecture & System Design
• Advanced React Patterns