How I Built Quallium AI
From idea to deployment — the architecture decisions, AI model selection, and system design behind the Quallium AI platform.
B.Tech CSE · AI & ML · VIT-AP University
Abhinav
Sai Madapati
A passionate AI/ML developer building modern, scalable, and impactful intelligent applications.
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About Me
A curious mind turning ideas into code and code into impact.
I'm a Computer Science & Engineering student at VIT-AP University, specializing in AI & Machine Learning. With 50+ GitHub repositories spanning Python, TypeScript, and JavaScript — from AI agentic pipelines using Google Gemini to full-stack Firebase platforms — I ship code that solves real problems.
AI/ML & Data Analytics Team Member at Google Developer Groups (VIT-AP) for 2025–2026. Oracle Cloud AI Foundations certified. Competed in 4 hackathons — placed Top 15 of 53 teams at HackAura VITaura'25 building CivicAI. Completed 5 Google Cloud tracks via Gen AI Academy 2.0. Always open to internships & collaborations.
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GitHub Repos
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Hackathons
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Certifications
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LinkedIn Followers
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Featured Projects
Things I've
built & shipped
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Skills & Expertise
What I bring
to the table
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AI & Machine Learning
Building real AI systems — CivicAI agentic pipeline with Gemini API, sentiment analysis CNNs, image classifiers. Oracle Certified AI Foundations Associate. Gen AI Academy 2.0 graduate.
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Programming & Backend
50+ repos and counting. Python, Java, TypeScript — from terminal-based AI agents to full-stack platforms. Clean logic, efficient algorithms.
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Web & Full Stack
From LaundryHub (QR-based Firebase platform, TechSprint Round 2) to CricketConnect Pro — shipping real products with modern web technologies and immersive 3D experiences.
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Cloud & Leadership
Oracle Cloud certified. GDG AI/ML & Data Analytics team (2025–2026). 5 Google Cloud tracks mastered. Wadhwani entrepreneurship graduate. 4 hackathons competed — Top 15 finish.
Python
Java
JavaScript
TypeScript
React
Next.js
Node.js
TensorFlow
Firebase
Google Cloud
Docker
Git
HTML5
CSS3
Three.js
Oracle
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Education & Journey
Where I've
been learning
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2024 — 2028
VIT-AP University
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2022 — 2024
Narayana Junior College
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2019 — 2020
Sri Chaitanya Techno School
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Certifications
Validated
& verified
10 Credentials
O
Oracle
Oracle Cloud Infrastructure 2025 — Certified AI Foundations Associate
AI · Cloud
Sep 2025
Verify ↗
P
University of Pennsylvania
Introduction to Python Programming
Python
Jan 2026
Verify ↗
G
Google Developers Group
TechSprint
Hackathon
Jan 2026
Verify ↗
G
Google
Foundations of Project Management
Management
Aug 2025
Verify ↗
J
Board Infinity
Fundamentals of Java Programming
Java
Aug 2025
Verify ↗
D
Deloitte · Forage
Data Analytics Job Simulation
Data Analytics
Jul 2025
Verify ↗
M
MathWorks
Matlab Onramp
MATLAB
May 2025
Verify ↗
C
Udemy
C Programming For Absolute Beginners
C
Apr 2025
Verify ↗
G
Google Cloud · Hack2Skill
Gen AI Academy 2.0 — 5 Cloud Tracks
Google Cloud · AI/ML · DevOps
Jan 2026
Verify ↗
W
Wadhwani Foundation
Ignite India — Entrepreneurship Program
Entrepreneurship · Leadership
Nov 2025
Verify ↗
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Achievements
Milestones
& highlights
01
HackAura Top 15 Finalist
Built CivicAI — an AI agent for city issue management using Google Gemini API, computer vision, and smart routing. Placed Top 15 out of 53 teams at VITaura'25, VIT-AP's flagship hackathon.
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GDG AI/ML & Data Analytics Team
Selected as AI/ML & Data Analytics Team member at Google Developer Groups, VIT-AP for the academic year 2025–2026. Organizing tech events and building the developer community.
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Gen AI Academy 2.0 — 5 Tracks
Completed all 5 Google Cloud tracks via Hack2Skill — Networking, DevOps, Data Engineering, Cloud Security, and AI/ML with hands-on labs and real-world systems.
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TechSprint Round 2 Qualifier
Built LaundryHub — a QR-based hostel laundry system with Firebase, role-based dashboards, and real-time tracking. Prototype selected for the second round at GDG TechSprint '25.
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Oracle AI Certified
Oracle Cloud Infrastructure 2025 — AI Foundations Associate. Validated expertise in AI services, machine learning, and cloud architecture.
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IIT Hyderabad AI Workshop
Completed 2-day interactive Generative AI Workshop at Elan & ηVision, IIT Hyderabad — hands-on AI model development, creativity automation, and real-world ML applications.
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1st Place — Git & GitHub Open Source Challenge
Recognized as Top Contributor by GDG On Campus VIT-AP with 30 pull requests and invited to the Meet & Greet 2026 for contributor recognition.
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2nd Place — ElectroQuest (IETE)
Secured 2nd place in ElectroQuest, an ECE-focused technical event conducted by IETE, demonstrating strong performance in electronics-oriented problem solving.
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Insights / Blog
Thoughts &
learnings
Building AI Projects as a Student
Lessons learned from shipping 50+ projects while balancing academics at VIT-AP University — tools, habits, and mindset.
React Native Productivity App
Designing and building a mobile-first productivity tool with React Native, Expo, and a focus on clean UX.
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Interactive Terminal
Ask me
anything
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Get in Touch
Let's build something
amazing together
Looking for internships, collaborations, or just a chat about tech, AI, or cool project ideas — I'd love to connect.
or reach out directly