FeaturedCiteCraft RAG
Source-grounded multi-PDF research assistant with parent-summary retrieval, page-level citations, and benchmarked answer quality
Projects
Projects
Featured
FeaturedUIFlow Computer-Use Automation
LLM-guided browser workflow discovery compiled into typed, policy-controlled artifacts for deterministic replay without a model in the decision loop
FeaturedJitsi Topic Segmentation and Recap MLOps System
Data orchestration, feedback capture, and monitoring pipeline for meeting transcript segmentation and recap generation
GitHubReal-Time Data Visualization Dashboard
Spring Boot dashboard with REST APIs and WebSocket/STOMP streaming for live application metrics
FeaturedOptimizing Transformer-Based Time Series Forecasting
PyTorch optimization work incorporating FlashAttention into Temporal Fusion Transformer training
FeaturedResNet-34 Custom Implementation for CIFAR-10
Lightweight ResNet-34 variant optimized for CIFAR-10 image classification and resource-constrained deployment
FeaturedJailbreaking Deep Models: Adversarial Attack Suite
Adversarial robustness experiments against ResNet-34 using FGSM, PGD, Momentum PGD, and Patch PGD
FeaturedIMDB Movie Recommendation System
Hybrid recommender combining collaborative filtering with TF-IDF content similarity for personalized movie suggestions
GitHubRoBERTa LoRA Fine-Tuning
Parameter-efficient RoBERTa-base fine-tuning with LoRA for AG News text classification
LiveFlashMob GRE
Full-stack GRE vocabulary flashcard app with 50-word practice sets, bilingual meanings, and validated Excel/CSV imports
GitHubUS Airline Performance Data Warehouse
Incremental Snowflake warehouse for U.S. flight performance with Airflow orchestration, data quality checks, and airline, route, and delay analytics