Open to opportunities

mukul User

@mukuluser4

Message

I build reliable Databricks data pipelines and AI engineering products for production teams.

United States

Message

What I'm looking for

I'm looking to build scalable data and AI products, including reliable Databricks pipelines, agentic development workflows, and full-stack AI applications where I can translate stakeholder requirements into production solutions.

At Perdis AI, I build reusable AI engineering products for Cursor, Claude, and Databricks Genie that scaffold pipeline code, tests, and documentation for agentic development workflows.

I build Python and PySpark ETL/ELT pipelines on Databricks across datasets up to 10 million rows, using AWS S3, Delta Lake, Auto Loader, and SCD Type 2 patterns. I also automate Databricks releases with GitHub Actions and Asset Bundles.

I’ve extended data-quality and drift monitoring across 15+ metrics per column and improved ingestion and reformatting from 10 minutes to 10 seconds. My work supports governance, stakeholder review, and downstream quality decisions.

Alongside data engineering, I build full-stack AI applications with React, Spring Boot, MySQL, Ollama, and RAG. I also bring frontend and backend integration experience from Beesbridge, where I rebuilt a React site serving 150+ case studies.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

Perdis AI LLC

Aug 2024 - Present (2 years 1 month)

Build reusable AI engineering products for Cursor, Claude, and Databricks Genie, and develop Python/PySpark ETL/ELT pipelines on Databricks. Engineer incremental ingestion from AWS S3 into Delta Lake and automate releases with GitHub Actions and Asset Bundles.

Python PySpark Databricks Delta Lake ETL ELT S3 GitHub Actions Databricks Asset Bundles CI CD Data Quality Claude Agent SDK MCP Cursor Ollama Databricks Genie RAG

Data Engineering Intern

Perdis AI LLC

Jun 2024 - Aug 2024 (2 months)

Built a Python/PySpark observability library tracking 15+ statistical metrics per column and drift over windows up to five years. Optimized incremental profiling and transformation logic, cutting ingestion time from 10 minutes to 10 seconds, and implemented SCD Type 2 pipelines in Delta Lake.

Python PySpark Delta Lake SQL Data Quality Observability Profiling

Full-Stack Developer

Beesbridge LLC

Dec 2022 - Aug 2024 (1 year 8 months)

Maintained frontend/backend integrations supporting Databricks delivery and AI/ML consulting services. Rebuilt the WordPress site as a React static app serving 150+ case studies, achieving GTmetrix Grade A performance.

React WordPress JavaScript TypeScript Frontend Development Backend Development Databricks AI ML Consulting

Education

Degrees, certifications, and relevant coursework

North Carolina State University

Master of Science, Computer Science

Grade: 3.75/4.0

Pursuing a Master of Science in Computer Science with a GPA of 3.75/4.0, expected December 2026. Coursework includes Algorithms, Operating Systems, Cloud Computing, Artificial Intelligence, and Data Mining.