{
  "total": 14,
  "projects": [
    {
      "title": "Pi Agent Extensions",
      "description": "A collection of extensions and themes for the Pi coding agent, including sessions, structured questions, handoffs, multi-agent workflows, and review tools.",
      "url": "https://github.com/jayshah5696/pi-agent-extensions",
      "tags": [
        "AI AGENTS",
        "TYPESCRIPT",
        "DEVELOPER TOOLS"
      ]
    },
    {
      "title": "Session Aggregator",
      "description": "A local tool for syncing, searching, and exporting AI coding sessions across development tools, with a terminal UI and semantic search.",
      "url": "https://github.com/jayshah5696/session-aggregator",
      "tags": [
        "AI",
        "TUI",
        "PYTHON",
        "SEMANTIC SEARCH"
      ]
    },
    {
      "title": "Medha (मेधा) IDE",
      "description": "A local-first SQL IDE for flat files that combines DuckDB, FastAPI, Vite, and LangGraph for semantic query generation.",
      "url": "https://github.com/jayshah5696/medha",
      "tags": [
        "SQL",
        "LOCAL-FIRST",
        "LANGGRAPH",
        "DUCKDB"
      ]
    },
    {
      "title": "Arka (अर्क)",
      "description": "A config-driven pipeline for generating and filtering fine-tuning data with multi-source ingestion, Evol-Instruct, MinHash and LSH deduplication, and SQLite checkpoints.",
      "url": "https://github.com/jayshah5696/arka",
      "tags": [
        "LLM",
        "DATA GENERATION",
        "PYTHON",
        "YAML"
      ]
    },
    {
      "title": "Humanizer-RL",
      "description": "A text humanness scorer and reinforcement-learning pipeline that turns model evaluations into a reward function for Gemma fine-tuning.",
      "url": "https://github.com/jayshah5696/humanize-rl",
      "tags": [
        "RL",
        "FINE-TUNING",
        "GEMMA",
        "PYTHON"
      ]
    },
    {
      "title": "Text Watermarking Lab",
      "description": "Experiments with keyed text watermarking, statistical detection, model behavior, calibration, and the effect of editing on the signal.",
      "url": "https://github.com/jayshah5696/text-watermarking-lab",
      "tags": [
        "LLM",
        "WATERMARKING",
        "EVALUATION",
        "PYTHON"
      ]
    },
    {
      "title": "ER Metric & Model POC",
      "description": "An entity-resolution evaluation comparing dense embeddings with BM25 and Matryoshka Representation Learning for efficient retrieval at scale.",
      "url": "https://github.com/jayshah5696/entity-resolution-poc",
      "tags": [
        "ML",
        "ELASTICSEARCH",
        "MRL",
        "ENTITY RESOLUTION"
      ]
    },
    {
      "title": "Pravāha: AI Search Engine",
      "description": "A local search assistant that combines web search, document retrieval, agent tools, and language models with specialized ranking and chunking.",
      "url": "https://github.com/jayshah5696/pravah",
      "tags": [
        "LLM",
        "SEARCH",
        "RAG"
      ]
    },
    {
      "title": "Gujarati Llama",
      "description": "A Llama 2 7B model fine-tuned on 60,000 bilingual English-Gujarati pairs for low-resource language use cases.",
      "url": "https://huggingface.co/jayshah5696/Gujarati-Llama-7b-Base",
      "tags": [
        "LLM",
        "FINE-TUNING",
        "NLP"
      ]
    },
    {
      "title": "StreamLens",
      "description": "A multi-model retrieval-augmented system for interacting with autonomous-vehicle video streams, built for the LlamaIndex RAG-a-thon.",
      "url": "https://github.com/rohrao/llamaindex_RAGathon",
      "tags": [
        "RAG",
        "LLAMAINDEX",
        "VIDEO"
      ]
    },
    {
      "title": "NeuroBuddy",
      "description": "A personalized chatbot for mental-health support and resources, built with Mistral AI and Whisper models during a hackathon.",
      "url": "https://devpost.com/software/neurobuddy",
      "tags": [
        "LLM",
        "HEALTHCARE",
        "HACKATHON"
      ]
    },
    {
      "title": "Power Curve Estimation",
      "description": "Statistical and machine-learning models for estimating wind-farm power curves and supporting energy-system optimization.",
      "url": "https://github.com/jayshah5696/Power_Curve_Estimation",
      "tags": [
        "ML",
        "ENERGY",
        "RESEARCH"
      ]
    },
    {
      "title": "Customer Relationship Prediction",
      "description": "Classification models for predicting churn, appetency, and up-selling behavior for a mobile network operator.",
      "url": "https://github.com/jayshah5696/Crm-Analytics",
      "tags": [
        "ML",
        "ANALYTICS"
      ]
    },
    {
      "title": "Phase 1 Analysis",
      "description": "Multivariate quality-control analysis for an industrial forging process using principal components and control charts.",
      "url": "https://github.com/jayshah5696/Phase1_Analysis",
      "tags": [
        "STATISTICS",
        "QUALITY CONTROL",
        "MANUFACTURING"
      ]
    }
  ]
}