Summary | Staff/Principal-level Data Architect with 12+ years building contract-driven, developer-friendly data platforms for Walmart US, Walmart International and Deloitte Fortune 500 clients. I partner with product to define what to build (experience ecosystems, monetization surfaces, observability) and lead how to build using functional Scala, Spark/Databricks, Kafka/Flink, and Google Cloud. Targeting Staff Data Architect / Lead Data Platform roles across Germany, France, Netherlands, Finland or the UK. Community-first: creator of flowforge & toon4s, core contributor to llm4s, cask, scalasql, Speak in International conferences ScalaIO/Scala Days, and bootcamp instructor. Also open to Scala Engineering roles: Keen on functional programming, open-source contribution, clean code and software craftsmanship, using modern effect systems (Cats Effect, ZIO) and production-grade FP practices. |
Key Accomplishments | - Shipped six reusable frameworks (contracts, archetypes, monitoring, QA, ops) that cut delivery time from six weeks to two and reduced incidents by ~82% across 40+ teams.
- Monetized closed-loop merchant insights processing 100M+ daily records on Spark/Databricks, unlocking 75% business growth with sub-2h freshness.
- Modernized Deloitte estates (Aflac, Marriott, Eli Lilly), trimming infra spend by 62% (US$2.4M→US$900K) and boosting SLAs to 99.5%.
- Built DPAT automation + data-quality engines validating 5TB+/day at 99.9% accuracy, shrinking QA sign-off from three days to four hours.
- Open source: flowforge & toon4s creator, llm4s core contributor/GSoC mentor, Full-stack scala: cask, scalasql core contributor, ScalaIO/Scala Days/GDG speaker, corporate Scala/data-engineering trainer.
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Core Skills | Architecture: Data contracts, streaming observability, governance, monetization products, code-generation platforms. Languages & Engines: Scala (Typelevel, Cats Effect), Python, Rust, SQL, Spark, Databricks, Flink, Kafka, Beam. Cloud: GCP (BigQuery, Dataproc, GCS, Pub/Sub), AWS (S3, Glue, EMR), Kubernetes, Docker. Leadership: Staff+ design reviews, roadmap definition, cross-team adoption playbooks, senior IC mentoring, incident/SLO programs. |
Work | Walmart Global TechBangalore · Nov 2023 – Present Staff Data Engineer (IC5 / SDE5 Architect) - Shape merchant analytics + supplier collaboration strategy, translating product bets into architecture & adoption roadmaps.
- Framework suite (contracts, archetypes, monitoring, QA, ops) now powers 40+ teams / 150+ engineers with 70% less boilerplate.
- DPAT automation + real-time observability cut QA sign-off from three days to four hours and MTTR by 60%.
- Mentor eight senior engineers on functional Scala, ADRs, and staff-level readiness.
Walmart Global TechBangalore · May 2021 – Oct 2023 Senior Data Engineer / Tech Lead - Led 13-engineer squad delivering closed-loop sales/inventory/supply-chain insights with 100M+ daily records and <2h freshness.
- Reusable Scala/Python APIs + CI/CD templates adopted by 12 teams for rapid domain onboarding.
- Improved supplier collaboration latency from 48h to 2h; forecasting accuracy +35% via streaming connectors.
- Optimized Spark/Dataproc cost by 40% while enforcing data-quality SLAs.
Deloitte Consulting (U.S. offices)Mumbai · Apr 2017 – May 2021 Specialist Senior - Data Engineering - Architected 350+ table EDW for Fortune 500 clients, increasing engagement revenue by 43%.
- Migrated 100+ TiB Hadoop workloads to AWS S3/Glue with zero data loss and automated reconciliations.
- Built Scala/Python ETL libraries ensuring 99.9% data accuracy; launched governance + SLA dashboards.
- Led pods of 6–8 engineers covering hiring, mentoring, and performance calibrations.
Bista Solutions Inc.Mumbai · Feb 2016 – Apr 2017 Senior Data Engineer & Analyst - Designed predictive demand platform for U.S. automotive clients (+5% sales, −10% inventory, +60% forecast accuracy).
- Implemented Spark Streaming + Kafka pipelines for real-time supply-chain telemetry.
Nihilent TechnologiesPune · Nov 2015 – Feb 2016 Data Engineer - Created bash-based ingestion accelerators importing 1,000+ tables into Hadoop across 50+ programs.
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Open Source | Author and core contributor to Scala data engineering libraries and AI frameworks spanning compile-time safety, functional pipelines, and LLM tooling. - flowforge (github.com/vim89/flowforge): Type-safe Scala data-engineering toolkit with compile-time contract validation. Prevents schema drift before deploy.
- llm4s (github.com/llm4s/llm4s, 158 stars): Core contributor and GSoC mentor. Agentic LLM programming framework for Scala with multi-provider support.
- datapipelines-essentials-python (github.com/vim89/datapipelines-essentials-python, 55 stars): Simplified ETL process with Spark. Complete data lake pipeline with SparkSession extensions, DataFrame validation, SQL functions.
- toon4s (github.com/vim89/toon4s, 21 stars): Token-Oriented Object Notation for JVM. Reduces LLM token costs by 30-60% while maintaining JSON compatibility.
- compile-time-data-contracts (github.com/vim89/compile-time-data-contracts): Scala 3 macro-based schema validation with compile-time evidence. Pipelines don't compile if schemas drift.
- spark-spring-boot (github.com/vim89/spark-spring-boot, 7 stars): Apache Spark with Spring Boot support for rapid prototyping and enterprise integration.
- scalasql (github.com/com-lihaoyi/scalasql): Contributor to Li Haoyi's type-safe SQL library. Implemented COUNT and COUNT(DISTINCT) aggregation operations.
- cask (github.com/com-lihaoyi/cask): Contributor to Li Haoyi's Scala web framework. Added database transaction support and application configuration features.
- Rock the JVM Articles (RockTheJVM articles by Vitthal Mirji): Write articles on Rock the JVM
- abortable bytes: A POC on Kyo Effect system (github.com/vim89/abortable-bytes): a tiny scala/kyo POC that makes cloud uploads cancel-safe. Stream large files to cloud & clean-up on cancel
- spark-xml: Contributor to Databricks' Spark XML library.
- Data Pipelines Simplified:: Contributor to metadata framework.
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Talks / Speaking | Publish 25K+ view technical articles on vitthalmirji.com covering type-safe data engineering, Scala patterns, and production lessons. |
Education | - B.E. Computer Science - Visvesvaraya Technological University, First Class, Jun 2015 (Belgaum, India).
- Diploma Computer Science - Bangalore University, First Class Distinction, 2010.
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Certifications | - Google Professional Data Engineer - Feb 2021.
- Cloudera Certified Spark & Hadoop Developer - May 2020.
- Sun Certified Java Developer - Java 5.x (2009), 6.x (2010).
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Recognition | - Walmart Bravo Award - 2024 & 2021.
- Walmart Wall of Fame - 2021-2024.
- Deloitte Outstanding Performance - 2019.
- Multiple Deloitte Applause Awards - 2017-2021.
- Best Academic Project (1st/15) - 2015, Gogte Institute of Technology.
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