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SomeshZanwar/README.md

Hi, I'm Somesh Zanwar

Data analyst building reliable data systems and practical AI. I work across analytics, data engineering, and AI engineering, with a focus on whether the data and decisions behind a product can be trusted.

I'm completing an M.S. in Data Science at The University of Texas at Arlington (December 2026). I'm interested in Data Analyst, Data Engineer, and AI Engineer opportunities.

Portfolio & all projects · Resume · LinkedIn · Email

Experience

Junior Data Analyst · IVS Software Solutions · Sep 2022–Sep 2024

  • Analyzed 80K–150K operational records per cycle with SQL and Python; validation and reconciliation improved reporting accuracy by 30%.
  • Automated recurring reports and optimized SQL joins and incremental loads, reducing data preparation time by 40% and saving 4–6 hours per cycle.
  • Worked with three internal teams on Power BI dashboards, KPI definitions, reusable datasets, and recurring reports.

Selected projects

Project What it does Stack
MetricTrust Control Plane Controls analytics-agent actions with policy checks, signed permits, and 21 automated tests. Live demo Python · FastAPI · SQLAlchemy · pytest
DataTrust OS Connects 12 automated data quality checks to incidents, lineage, and trust reporting. Python · PostgreSQL · dbt · Streamlit
Decision Intelligence Experimentation Platform Turns experiment events into lift estimates, confidence intervals, segment analysis, and rollout evidence. Live demo PostgreSQL · dbt · Python
Metric Decomposition Engine Investigates KPI changes across dimensions and ranks the segments driving movement. Live demo Python · PostgreSQL · Streamlit
AI Data Governance Platform Monitors pipeline health and makes validation failures and incidents visible. Live demo PostgreSQL · dbt · Python
Data Quality-Aware Agent Governance Combines agent authorization with dataset quality signals at access time. Live demo Python · Policy · Microsoft AGT

I'm also working with UTA's Office of Information Technology on an in-progress, private capstone exploring intelligent IT ticket routing. The portfolio has the full project index.

Open source

Five merged pull requests to Microsoft's Agent Governance Toolkit:

  • #1818 · Data quality-aware governance adopter entry
  • #2038 · Agent SRE tutorial fixes
  • #2114 · AgentMesh quickstart scaffolding fixes
  • #2224 · Data quality-aware governance example
  • #2278 · dbt-backed data quality evidence adapter

I also contribute to AgentTrust and explore data quality evidence for agent-to-agent governance. See the open-source section of my portfolio for context.

Tools I use

Analytics & BI: SQL · Python · pandas · Excel · Power BI · KPI design · experimentation

Data engineering: PostgreSQL · dbt · data modeling · validation · reporting automation

AI & software: scikit-learn · XGBoost · FastAPI · React · Docker · Git · CI · pytest

Reliability & governance: data quality checks · lineage · policy controls · audit evidence

Pinned Loading

  1. Data-Quality-Aware-Agent-Governance Data-Quality-Aware-Agent-Governance Public

    Block AI agent actions when the agent is unauthorized or the data is untrustworthy

    Python

  2. AI-Data-Governance-Platform AI-Data-Governance-Platform Public

    Data governance platform using dbt, PostgreSQL, Python, and Power BI, monitors dataset quality, detects validation failures, and builds governance-ready reporting layers.

    Python

  3. Decision-Intelligence-Experimentation-Platform Decision-Intelligence-Experimentation-Platform Public

    Production-style A/B test simulator — from statistical result to SHIP / NO SHIP decision

    Python

  4. Metric-Decomposition-Engine Metric-Decomposition-Engine Public

    Automated metric change investigation — find what drove a KPI drop across segments

    Python