Welcome to my portfolio
Hi, I'm Aaditya Baniya
I specialize in building full-stack web applications and conducting research in computer vision & AI model training. Seeking to merge these fields to create innovative, intelligent solutions.
Years Experience
Projects Built
Hackathons
Work Positions
Technical Skills
Technologies and tools I use to bring ideas to life.
Frontend
React
Next.js
HTML5
CSS3
JavaScript
TypeScript
Tailwind
Backend
Python
Flask
REST APIs
Database
MySQL
Firebase
SQLite
AI / ML
OpenCV
MediaPipe
YOLO
PyTorch
NumPy
Pandas
Sklearn
DevOps
Git
Docker
Heroku
Netlify
Vercel
Design
System Design
UI/UX
Featured Projects
A showcase of projects demonstrating different skills and technologies.
MOST — Hybrid Computer Vision
Tackles manual data entry bottlenecks by implementing a Hybrid Computer Vision model to automate manufacturing time study sequences, providing instant feedback and eliminating human error. Winner of the Bobcat Innovation Challenge.
Automated Job Search & Application Workflow
A fully autonomous system that scrapes job postings from multiple platforms, parses and ranks them, and uses Gemini AI to tailor resumes and write cover letters. Automatically generates PDFs via Gotenberg and saves them directly to Google Drive while tracking applications in Google Sheets.
Hackathons
Building innovative solutions under pressure — 24-48 hours of pure creation.
AI Smart — Autonomous DriveBot
NexHacks Hackathon
Built a LiveKit-powered robotic car with two-way voice conversation, live camera streaming, and autonomous navigation. Features ArUco marker detection with OpenCV, real-time WebRTC communication, and a Next.js operator console for remote control.
T-Flash — AI Audio News Companion
HackTX 2025
"Hear the world. In seconds." AI-powered voice-first news app that fetches real-time headlines, summarizes with Google Gemini, and generates lifelike narration through ElevenLabs TTS. Fully automated n8n pipeline delivering audio news to a Flutter iOS app.
Seremo — Hindu Ritual Platform
AITX Hackathon
Built a full-stack ceremonial booking platform with AI-powered religious guidance chatbot using Meta's LLaMA API. Features real-time video calls for virtual ceremonies and secure role-based access.
Spam Detection System with ChatGPT
BokoHacks Hackathon
Developed an ML-powered spam classifier trained on cleaned datasets. Integrated OpenAI's ChatGPT for conversational analysis, with a Flask backend serving a React frontend.
Experience
My professional journey in software development and AI research.
Research Assistant (AI & Computer Vision)
Texas State University — Ingram CHips Lab
Conducting research in AI model training and computer vision. Building object detection models with YOLO and PyTorch for real-time detection. Developed fatigue detection systems for industrial workers and automated MOST analysis tools for manufacturing optimization. Deployed models on NVIDIA Jetson with TensorRT.
Student Assistant — CS Department
Texas State University
Provided academic support in C++ programming, data structures, and OOP. Proctored exams, graded assignments, and conducted review sessions, making complex programming concepts accessible to students.
Full Stack Developer Intern
Orgware Construct — Nepal
Developed a full-stack web application using React, Flask, and MySQL for an IT assistance company. Built secure authentication systems, optimized database queries, and managed version control workflows with Git.
Achievements
Milestones and accomplishments along my journey.
1st Place — Bobcat Innovation
Won Bobcat Innovation Challenge by automating manufacturing studies using Computer Vision
Dean's List
Recognized for academic excellence at Texas State University
AI Research Assistant
Leading CV research at Texas State Ingram CHips Lab with YOLO & PyTorch
Makerspace Sentinel
Deployed CV models on NVIDIA Jetson Orin with TensorRT optimization
AI Job Automation
Built automated job search & resume tailoring system using n8n workflows
MediaPipe Fruit Catcher
Created real-time hand-tracking game using MediaPipe and OpenCV
4+ Hackathons
Active hackathon participant — AITX, BokoHacks, HackTX, NexHacks and more
Get In Touch
Have a question or want to work together? I'd love to hear from you.