A real-time, collaborative travel planning canvas that transforms group travel planning from a logistical nightmare into a creative, AI-assisted journey.
Nuxt.jsSupabaseFastAPIOpenAI GPT-4oVercelDocker
Architecture
3-Tier Microservice
Core Feature
Real-time Collaboration
Staff Identification & Tracking Solution
2025
A modular, multi-stage pipeline for identifying and tracking staff in top-down video streams, addressing real-world challenges like occlusion and scale variation.
PythonYOLOv8SAHIComputer VisionResNet50
Key Principle
Zero-Data-Leakage
Core Method
Multi-Stage Pipeline
Interpretable ML for Medical Analysis
2024–2025
Designed a distilled surrogate model to provide real-time, interpretable predictions for a TabNet model in a medical CAD setting.
PythonPyTorchTabNetScikit-learn
Latency
10s → 50ms
Accuracy
94% → 97%
Secure Cloud-Based Group Messaging Platform
2024
Architected and deployed a scalable, real-time messaging application on GCP with automated monitoring and autoscaling.
GCPDockerDevOpsCI/CD
Platform
GCP
Scaling
Auto
AI-Powered Semantic Search Engine
2024
Full-stack knowledge base with a RAG pipeline, running open-source models locally via Transformers.js and pg_vector on Supabase.
Nuxt.jsHugging FaceLangChain.jsSupabaseVercel
API Cost
$0
Core Tech
RAG
Generative AI & Computer Vision Projects
2023–2024
Trained DCGANs and explored diffusion; fine-tuned a Transformer for text classification to competitive accuracy.
PythonPyTorchHugging FaceDCGANDiffusion Models
Models
GAN & Diffusion
NLP Task
Fine-Tuning
Full-Stack Library Management System
2023
Led full-stack app incl. auth; built a simple NLP chatbot using cosine similarity for query matching.