Hello, World

I'm Vamshi

Senior Software Engineer and Data Science graduate building faster distributed systems, production data platforms, and ML-backed products.

Senior Software Engineer Data Science Graduate Technophile
See My Works
Vamshi Krishna Madhavan
Dallas, Texas Open to ambitious engineering work
4+ Years engineering
12x Batch throughput wins
14x Platform acceleration
2K LinkedIn community

About

I build systems that survive scale, deadlines, and real users.

Senior Software Engineer with 4+ years of experience architecting and optimizing distributed systems and large-scale data platforms. I specialize in high-performance Big Data architectures, scalable microservices, and cloud-native solutions that turn complex engineering into measurable business impact.

I recently completed my Master's in Engineering Data Science at the University of Houston, and I like working where backend engineering, data reliability, machine learning, and practical product instincts meet.

AWS Certified Solutions Architect MS Data Science Production ML Systems

Software Development

Scalable, maintainable services with Java, Spring, Python, SQL, and API-first architecture.

Big Data Engineering

Spark, Airflow, Kafka, and cloud pipelines built for high-volume processing and reliability.

ML Engineering

Production-grade model workflows using TensorFlow, Keras, PyTorch, scikit-learn, and NLP tooling.

Architecture Design

Fault-tolerant platforms with strong observability, thoughtful interfaces, and clear tradeoffs.

Resume

Experience and education with production impact.

Experience

Feb 2025 - Present

Senior Software Engineer

Experian - Dallas, Texas

Architect and lead the re-engineering of a distributed Big Data processing platform, reducing end-to-end batch runtime from 85 minutes to 7 minutes and driving 12x throughput gains across analytics and ML pipelines.

Dec 2024 - Feb 2025

Data Scientist

Experian - Dallas, Texas

Led a team of 5 engineers to build a high-volume property data platform, delivering a 14x performance improvement and 6x API response gains.

Apr 2021 - Jan 2024

Software Engineer

Experian - Hyderabad, India

Built Spring Boot, Spring Batch, Spark, Airflow, Redis, and AWS systems for verification reporting, employer data search, and Big Data migration initiatives.

JavaSpring BootSpring BatchPythonSQL Apache SparkKafkaAirflowAWSRedis EhcacheREST APIsTensorFlowPyTorchNLP

Projects

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Testimonials

LinkedIn recommendations from people I worked with.

“A Rock Star! Yes, Vamshi is a Rock Star! Within 1 year, starting as an intern to leading the team on a Big Data initiative, Vamshi has displayed tremendous growth and an exceptional ability to quickly grasp complex engineering concepts and apply them effectively. Vamshi is his remarkable work ethics, consistently going above and beyond, willingly taking on additional responsibilities and delivering exceptional results even under tight deadlines. Vamshi's positive and can-do attitude makes working with him a delight and I hope our paths crosses again.”

Timmy Nguyen Project Manager, Experian

“When I think of Vamshi, I think of someone who takes pride in the quality of his work and values a strong relationship with his coworkers. He is conscientious, dependable, and trustworthy. We’ve worked on several complicated projects and, as a Product Owner, I can always rely on Vamshi to deliver a quality output. He works well with others, communicates succinctly and effectively, adapts effortlessly to change, and never shies away from taking on a new challenge. To sum it all up, Vamshi is a very competent developer, an excellent problem solver, and a great mentor to his peers — definitely, a rising star in tech.”

Lizel A. Ferrer Product Manager, Experian Verification Solutions

“Vamshi is a fantastic person to work with, and is not only a multi-skilled and insightful colleague, but also an inspiring strategist. Great employee with a very strong problem solving skills. Vamshi is an asset to any company and I was blessed to have him in my team. He is the go to guy for any POC or problem solving.”

Preet Kanwar Singh Lead engineer, New Relic

“If you are looking for someone who can get things done quickly with quality, Vamshi is that person.

Vamshi directly reported to me, and he played a crucial role in developing evbatch. His work is always top-notch, be it Java, python or Scala. Vamshi is a highly skilled and dedicated professional, plus he is self-motivated and a great team player. Anybody having him in his team is always a blessing.”

Arpit Pandey Technical Leadership, Agentic AI Lead

Contact

Let's build something fast, reliable, and useful.

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