Projects.

Showing 14 of 14 projects

1. P01

   Elder Abuse Atlas

   Research & diagnostic platform

   Current

   NIJ-funded skeletal atlas and diagnostic tool that helps distinguish abuse-related trauma from accidental ground-level falls in older adults.

   • Vue 3/TypeScript + Spring Boot platform with GraphQL, REST and MongoDB
   • Integrated an R/Plumber + JAGS service for posterior-probability diagnosis visualizations
   • Proposed a plugin architecture so diagnosis algorithms can be swapped without touching core services
   2026–now
2. P02

   Clinavis

   AI clinical summarization

   Team lead

   Full-stack clinical platform with admin, doctor, nurse and patient dashboards. Led a 4-person team.

   • SOAP-aware chunking, MiniLM embeddings and patient-scoped pgvector retrieval
   • Role-aware reranking: +19.4% Precision@5, +18.0% Recall@5
   • +20.6% BERTScore F1 over direct LLM generation; Groq, Anthropic and OpenAI behind one provider interface
   2026
3. P03

   DispatchIQ

   Fleet operations & AI dispatch

   Hackathon

   Fleet monitoring, driver ranking, conversational assistance and voice briefings for dispatchers.

   • Rule-based driver scoring validated across 11 controlled scenarios
   • LangChain + Groq assistant with explainable recommendations
   • ElevenLabs voice briefings; React + two Flask services
   2026
4. P04

   Coverage IQ

   Prescription coverage analysis

   Hackathon

   Analyzes payer policies, compares restrictions and drafts evidence-backed appeals.

   • PDF extraction into a 13-field schema with version tracking
   • RAG over pgvector with source-chunk citations
   • Gemini, Groq and Cerebras orchestration with automatic fallback
   2026
5. P05

   Software Quality Metrics Platform

   Static analysis & integration

   Fan-In/Fan-Out and coupling analysis for Java codebases, merged with defect analysis into one platform.

   • JavaParser dependency graphs and Javalin REST APIs
   • Concurrent orchestration across 3 analysis services
   • Grafana dashboards, Prometheus + Micrometer observability, Jenkins CI
   2026
6. P06

   AWS Elastic Face Recognition

   Cloud ML inference

   Multi-tier face recognition service on AWS that scales with demand.

   • Custom autoscaling from 0 to 15 EC2 workers based on SQS queue depth
   • S3 persistence and asynchronous request/response messaging
   • Load-tested for correctness, concurrency and latency
   2025
7. P07

   Serverless & Edge Face Recognition

   AWS Lambda + IoT

   Event-driven video-frame recognition pipeline extended to the edge.

   • Lambda detection/recognition stages triggered through SQS
   • Containerized inference on ECR with OpenCV and facenet-pytorch
   • IoT Greengrass + MQTT edge module with MTCNN detection
   2025
8. P08

   GreenLoop

   Gamified carbon-savings tracker

   Rewards low-carbon choices with streaks, points, badges and leaderboards.

   • React PWA with offline support and background sync
   • Spring Boot + MySQL with JWT auth and role-based permissions
   • Carbon engine with daily/weekly rollups and cached aggregates
   2025
9. P09

   FoodLang

   Domain-specific language

   A custom programming language for food operations.

   • Tokenizer, parser and interpreter
   • Loops, ternaries, arithmetic and exception handling
   • Documented grammar and execution flow
   2025
10. P10

    Desert Sprout

    Gamified learning platform

    Hackathon

    Students level up as they master concepts.

    • React interface with Firebase auth, database and hosting
    • Presented to judges with an engagement-focused demo
    2025
11. P11

    Scrum Simulator

    Agile workflow tool

    Sprint planning and backlog management with role-based actions.

    • PO, Scrum Master and Dev roles with automated progress tracking
    • Led the first sprint as Scrum Master in a team of five
    2025
12. P12

    FinSecure

    Banking dashboard

    Secure banking web app with SSR authentication and role-based access.

    • Real-time transaction history with pagination and filters for 1K+ users
    • Query and caching optimizations cut page-load time by 40%
    2024
13. P13

    Handwritten Text Recognition

    CNN & image processing

    IEEE

    Convolutional network for handwritten digit recognition.

    • TensorFlow/Keras CNN with thresholding, normalization and segmentation
    • Published in IEEE Xplore (GCAT 2022)
    2022
14. P14

    Dastavej

    Secure digital locker

    Confidential document storage with automated expiry alerts.

    • HTML5, CSS, JavaScript, PHP and MySQL
    • Fast upload and search for everyday document management
    2020