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Pawansingh3889/README.md

Pawan Singh Kapkoti

I break things, read source code, and ship fixes upstream.

MSc Data Analytics. Working in food manufacturing, building pipelines and dev tools on the side. Yorkshire, UK.

Portfolio · Resume · LinkedIn

OpsMind — on-prem AI for factories. NL-to-SQL, RAG search, runs on Ollama. docs

UK Crime Pipeline — API → PostgreSQL → dbt → Streamlit. live

sql-sop — fast rule-based SQL linter. 15 rules, pre-commit hook, GitHub Action. pip install sql-sop

SQL Ops Reviewer — GitHub Action that reviews .sql in PRs using local AI. Pairs with sql-sop.

Compliance Dashboard — BRC/HACCP food safety. live

Open source contributor — drt, ChromaDB, pgcli, Electricity Maps, Open Climate Fix.

Pinned Loading

  1. uk-crime-pipeline uk-crime-pipeline Public

    End-to-end data pipeline: Police UK API → PostgreSQL → dbt → Streamlit dashboard. CI/CD with GitHub Actions

    Python

  2. OpsMind OpsMind Public

    On-premises AI assistant for food factories. Natural language SQL, document search, waste prediction, compliance dashboards. Runs locally with Ollama.

    Python 1

  3. uk-education-attainment uk-education-attainment Public

    ML analysis of UK A-Level attainment gaps by ethnicity, gender & deprivation using DfE data

    Jupyter Notebook

  4. manufacturing-compliance-dashboard manufacturing-compliance-dashboard Public

    BRC/HACCP compliance dashboard for food manufacturing. Batch traceability, temperature monitoring, allergen matrix. Streamlit + SQLite.

    Python

  5. sql-ops-reviewer sql-ops-reviewer Public

    AI-powered SQL review for pull requests. Catches performance anti-patterns, security risks, and optimization opportunities. Uses Ollama locally — no cloud APIs.

    Python

  6. sql-guard sql-guard Public

    Fast rule-based SQL linter. 15 rules, pre-commit hook, GitHub Action. pip install sql-sop

    Python