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Building Intelligent Digital Experiences.

AI/ML Engineer · Full-Stack Developer · Freelancer

I build AI-powered applications, intelligent automation systems, full-stack products, and digital experiences that solve real-world problems.

0+Internships
0+Products Built
2nd Place Google Developer Group — ATLAS Hackathon
Vinayaka G C — AI/ML Engineer
Building with AI daily
Full-Stack Ready
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About

More than just code.

I work at the intersection of Artificial Intelligence, Machine Learning, and full-stack engineering — building systems that reason, automate, and ship. My focus spans Generative AI and Agentic AI, backend engineering, automation pipelines, and API development.

I don't just prototype ideas — I take them from a rough concept to a working, deployed product. Whether that's an LLM-powered multi-agent system, a browser automation agent, or a full-stack web application, I care about the same thing: does it actually work in the real world.

I graduated in 2026 with a B.E. in Artificial Intelligence and Machine Learning from Bapuji Institute of Engineering & Technology, and I've since been building production-grade AI systems and freelance software through BuildBuddy, my project-development practice.

Artificial Intelligence Machine Learning Generative AI Agentic AI Full-Stack Development Backend Engineering Automation API Development
B.E. in Artificial Intelligence & Machine Learning Bapuji Institute of Engineering & Technology · Graduated 2026
BuildBuddy — a Vinayaka G C initiative

BuildBuddy

Projects Made Simple.

BuildBuddy is where I help students, individuals and organizations turn ideas into working digital products — from AI systems to full-stack applications, built and deployed end-to-end.

01

AI / ML Projects

Custom models, LLM apps, and intelligent systems built for real use cases.

02

Full-Stack Web Apps

End-to-end web products — frontend, backend, database and deployment.

03

Mobile Applications

Cross-platform apps with clean UX, built on Flutter and native APIs.

04

IoT Projects

Connected hardware-software systems for sensing, control and monitoring.

05

Automation Systems

Workflow and browser automation that removes repetitive manual work.

06

AI Integrations

Bringing LLMs and AI capability into existing products and workflows.

07

API Development

Well-structured REST APIs designed for scale, security and clarity.

08

Project Deployment

Shipping to production — cloud hosting, CI/CD, and release management.

09

Technical Documentation

Clear docs and handover material so the work is easy to own and extend.

Process

From idea to working product.

01

Understand

Getting clear on the problem, the users, and what "done" actually looks like.

02

Build

Designing the architecture and building the core system, iteratively.

03

Refine

Testing, optimizing and polishing until it holds up under real use.

04

Deliver

Deploying the finished product with documentation and a clean handover.

Have an idea? Let's build it.

Start a Project
Featured Work

Projects that ship.

A selection of AI systems, agents and full-stack products I've designed and built.

01 / 05

LifeLine 108+

Smart India Emergency Response Platform

An AI-powered emergency response platform designed for ambulance dispatch, real-time tracking, navigation and emergency communication — built to cut response time when it matters most.

Smart India Hackathon — Selected Karnataka Grassroot Innovation — Shortlisted 2nd Place — ATLAS GDG Hackathon
PythonFlaskSQLOpenStreetMap APITwilio API
02 / 05

Tour Planner AI

Multi-Agent Intelligent Travel Assistant

A multi-agent system where specialized agents collaborate — delegating tasks, reasoning over context, and generating complete, personalized travel itineraries.

Multi-agent architecture Task delegation Context-aware reasoning
PythonLangChainLangGraphLLMsAPIs
03 / 05

AI Web Testing Agent

Natural Language → Automated Browser Testing

An agent that converts plain-English test cases into automated browser actions — combining LLM reasoning with Playwright/Selenium execution for real end-to-end validation.

PythonLangChainPlaywrightSeleniumLLMsREST APIs
Natural Language Test Case
LLM Reasoning
Agent Orchestration
Browser Automation
Validation → Test Result

BirdSpotter

Image & sound-based species identification

A bird species identification app combining on-device image recognition with sound-based detection for fast, offline-friendly identification.

FlutterDartTensorFlow LiteOpenCVPythonFirebase

AI Mood-Based Book Recommendation

Personalized recommendations from mood analysis

A recommendation system that analyzes a user's mood and suggests personalized books using NLP-driven preference modeling.

PythonMachine LearningNLP
Real-World Client Work

Built for real businesses.

Beyond personal projects — commercial work delivered for an actual brand, end to end.

Client Project · E-Commerce · Full-Stack

YogaChetana Life

Ayurvedic E-Commerce Website

yogachetanalife.com

Designed and developed a complete e-commerce experience for YogaChetana Life, an Ayurvedic and wellness brand. The project focused on creating a modern, trustworthy and easy-to-use digital storefront for showcasing and selling wellness products.

01

Modern E-Commerce Experience

A clean, responsive storefront designed to present Ayurvedic and wellness products professionally.

02

Product Discovery

Structured product browsing with product information, categories and detailed product presentation.

03

Responsive Design

Optimized experience across desktop, tablet and mobile devices.

04

Brand Experience

Interface built around the YogaChetana Life identity — modern digital aesthetic, natural wellness feel.

05

E-Commerce Flow

A clear customer journey: product discovery → product details → cart → checkout.

06

Business-Ready Architecture

Built with a scalable structure suitable for a growing e-commerce business.

ReactHTMLCSSJavaScriptBackend / APIDatabase

Work Proof

Designed & Developed by Vinayaka G C
View Live Website
Capabilities

Skills & Tools.

A working toolkit spanning AI systems, full-stack development and automation.

Machine Learning
NLP
Deep Learning
Generative AI
LLMs
RAG
Prompt Engineering
Agentic AI
Data Preprocessing
Model Evaluation
LangChain
LangGraph
Multi-Agent Systems
LLM APIs
Agent Orchestration
Python
JavaScript
HTML
CSS
Django
Flask
REST APIs
Playwright
Selenium
Browser Automation
AI Testing
SQL
MySQL
ChromaDB
Vector Databases
Git
GitHub
API Integration
CI/CD Fundamentals
Experience

Where I've built.

Hands-on internships across AI, automation and full-stack engineering.

Dhee Coding Lab

Python Full Stack with Generative AI Intern
Feb 2026 — May 2026

Built full-stack applications integrating Generative AI capabilities — from Django/React interfaces to LLM-powered features, following agile delivery cycles.

PythonDjangoReactMySQLREST APIsGenerative AILLM APIsPrompt EngineeringGit/GitHubAgile

Infosys Springboard

AI & ML Intern
Jan 2026

Developed an AI agent that converts natural-language test cases into automated Selenium-driven browser tests, working within an agile team workflow.

AI Agent DevelopmentNatural Language Test CasesSelenium AutomationLLM-based AutomationAgile Workflow

Labmentix

AI & ML Intern
Jul 2025 — Dec 2025

Worked on predictive analytics models — data preprocessing, feature engineering and model optimization using Scikit-learn.

Machine LearningPredictive AnalyticsPythonScikit-learnData PreprocessingModel Optimization
Milestones

Achievements.

2026
Graduated B.E. in AI & ML
2nd Place
ATLAS Google Developer Group Hackathon

Won for solving a real-world problem statement with LifeLine 108+.

SIH Selected
Smart India Hackathon
Shortlisted
Karnataka Grassroot Innovation Challenge
Certifications

Continuous learning.

OCI 2025 Generative AI Professional

Oracle Cloud Infrastructure

Mastering Generative AI and ChatGPT

GeeksforGeeks

Ethical Hacking, Machine Learning & Web Development

Internshala

Python Full Stack with Generative AI

Dhee Coding Lab

Design Secretary — Student Welfare Council, BIET

Bapuji Institute of Engineering & Technology

Led design initiatives for the council, managed event branding, and organized technical campaigns across campus.

Philosophy

How I build.

A consistent process I follow, whether it's an AI agent or a full-stack product.

01

Understand the problem

Before writing a line of code, I get specific about what needs to be solved and for whom.

02

Design the solution

Architecture, data flow, and system boundaries — planned before implementation.

03

Build the system

Writing clean, working code — backend, frontend, and everything connecting them.

04

Integrate AI

Where intelligence adds real value, I bring in LLMs, agents, or ML models — deliberately.

05

Test & optimize

Validating behavior under real conditions and tightening performance.

06

Deploy

Shipping it — live, reliable, and ready for real users.

Have an idea worth building?

Let's turn your idea into something real.

Every project starts through BuildBuddy — my project-development practice for turning concepts into shipped products.

Get in touch

Let's build something meaningful.