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Tirth-1999/README.md

Hi, I'm Tirth Shah

I build data and AI systems that turn messy operational data into reliable decisions.

Recently graduated with an M.S. in Management Information Systems from Texas A&M University, I work across data engineering, analytics, applied AI, and product-focused problem solving. My work usually sits where pipelines, models, dashboards, and real users meet: automating manual workflows, building decision-support tools, and shipping AI-enabled applications that people can actually use.

Portfolio | LinkedIn | Medium | Email

Current Focus

  • Data engineering systems with Python, SQL, cloud workflows, validation, and observability
  • Applied AI products using LLMs, retrieval, agents, multimodal input, and safe automation
  • Analytics platforms that support forecasting, ROI analysis, KPI design, and stakeholder decisions
  • Product and business workflows that translate ambiguous needs into scoped, shipped systems

Technical Toolkit

Data Engineering

Python SQL SQL Server PostgreSQL Spark Airflow dbt

AI, ML, and Agents

LangChain LangGraph Gemini ChromaDB scikit--learn Prophet ARIMA

Cloud, Apps, and BI

AWS Azure GCP Streamlit FastAPI Power BI Tableau

Selected Work

Project What it does Stack
Sous - Personal Chef AI Agentic personal chef that suggests recipes from leftovers, searches the web with Tavily, understands fridge photos, and keeps conversational memory. Live app Python, Streamlit, LangChain, LangGraph, Gemini, Groq, Tavily
Mays Analytics Platform Admissions and marketing analytics platform across 7 graduate programs, with forecasting, ROI analysis, and a Gemini + ChromaDB SQL assistant. Live app Python, SQL, Streamlit, SQLite, Prophet, ARIMA, Gemini, ChromaDB
AI-Powered Regulatory Document Classifier First-place TAMU Datathon system for classifying 100+ regulatory documents with dual-LLM verification, PII detection, citations, and human review. Python, Claude, Gemini, FastAPI, OCR, NLP
5G Network Intelligence Simulation Live demo explaining human-approved telecom automation across signal intake, diagnosis, planning, approval, and governed execution. Live demo JavaScript, Vercel, 5G simulation, agentic orchestration
CoverCraft Chrome extension that reads job postings, researches companies, and generates tailored cover letters using an LLM. JavaScript, Manifest V3, OpenRouter, Tavily, PDF generation

Impact Snapshot

  • Built Python ETL and analytics workflows for 2,173+ admissions records and 585+ marketing spend records, reducing manual reporting by about 95%.
  • Automated Texas A&M energy operations workflows handling 50,000+ daily energy, weather, ERCOT pricing, and sensor records.
  • Consolidated operational data into SQL Server and Power BI-ready models, replacing 15+ manual Excel reports and improving query time from minutes to under 2 seconds.
  • Migrated and standardized 7 enterprise data sources into a GCP pipeline at TCS, improving match rate by 45% and cutting lookup time by 93%.
  • Helped launch BlackTieCars' digital booking platform, supporting $10K+ revenue and 3x growth in three months.

Certifications

  • Introduction to LangChain, LangChain Academy
  • Professional Scrum Master I, Scrum.org
  • Microsoft Certified: Azure Data Engineer Associate
  • Microsoft Certified: Azure Administrator Associate
  • Microsoft Certified: Azure AI Fundamentals
  • Microsoft Certified: Azure Data Fundamentals
  • Microsoft Certified: Azure Fundamentals

What I'm Looking For

I'm seeking full-time roles in data engineering, analytics engineering, applied AI, product analytics, or technical business analysis. I am strongest in roles where I can combine hands-on technical delivery with stakeholder-facing problem solving.

If you are building reliable data platforms, applied AI tools, or analytics systems that need to move from prototype to real usage, I would be glad to connect.

Pinned Loading

  1. CoverCraft CoverCraft Public

    AI-powered cover letter generator

    JavaScript

  2. Market-Basket-Analysis Market-Basket-Analysis Public

    All about Market Basket Analysis

    HTML 1

  3. personal-chef-ai personal-chef-ai Public

    Sous — AI personal chef built with LangChain agents and Streamlit

    Python

  4. retail-analytics-databricks retail-analytics-databricks Public

    Databricks lakehouse project for retail sales, customer, product, inventory, and CRM analytics. The repository contains the SQL, PySpark pipelines, semantic metric view, and dashboard export needed…

    Python

  5. Telecom_Simulation_5g Telecom_Simulation_5g Public

    This application presents a **scripted 8-step scenario** that walks you through a realistic 5G network crisis — from steady state through converging stress factors to an SLA breach — and demonstrat…

    TypeScript

  6. trade-surveillance-platform trade-surveillance-platform Public

    A quick, easy and safe trade surveillance platform

    TypeScript