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Hi my name is

Arjun Chidambaram Subbiah

Staff Data Scientist

Staff Data Scientist with 8+ years of experience leading high-impact machine learning initiatives that drive strategic business outcomes.

Expert in developing production-scale AI systems, optimizing complex operational processes, and delivering measurable value through advanced analytics. Specialized in computer vision, optimization algorithms, and causal inference with $40M+ in documented business impact.

Contact me!

Who am I?

My Journey

With over 8 years in the data science field, I've had the privilege of working across various industries, from retail to fintech, solving complex problems with data-driven approaches. My tenure at Walmart has been particularly impactful, where I've led the design and deployment of enterprise-scale computer vision solutions.

My expertise spans the entire data science lifecycle - from data collection and preprocessing to model deployment and monitoring. I'm particularly passionate about making machine learning accessible and interpretable for business stakeholders, ensuring AI solutions deliver tangible business value.

When I'm not diving deep into datasets, you'll find me contributing to open-source projects, mentoring aspiring data scientists, or exploring the latest advancements in AI research. I believe in the power of community and knowledge sharing to advance our field.

Experience

Staff Data Scientist

Walmart

Jan 2022 - Present

Led AI Strategy & Implementation: Architected enterprise-scale computer vision solutions generating $30M in annual cost savings

Senior Data Scientist

Walmart

Aug 2019 - Dec 2021

Developed K-Means clustering models identifying fraudulent activity, reducing delivery costs by 10%

Data Analyst

KMK Consulting Inc.

Jan 2017 - Jul 2019

Engineered scalable ETL pipelines using Python and Apache Airflow, reducing manual intervention by 90%

Education

Master of Science in Industrial Engineering

Lehigh University, Bethlehem, PA

Aug 2015 – May 2017

GPA: 3.63 | Focus on Operations Research and Machine Learning | Research in Optimization Algorithms and Data Analytics

Bachelor of Engineering in Mechanical Engineering

PSG College of Technology, Coimbatore, India

Jun 2009 – May 2014

GPA: 3.5 | Focus on Engineering Mathematics and Systems Design | Foundation in Technical Problem Solving

Technologies I Work With

PythonPySparkSQLTensorFlowPyTorchComputer VisionYOLOCNNMLOpsGoogle Cloud PlatformApache AirflowTableauA/B TestingCausal InferenceStatistical ModelingOperations ResearchDocker

Blog

I share insights about data science, machine learning, and AI based on my experience building production-scale systems. Here are some of my recent blog posts.
  • Posted on:  at 

    Linear regression is the foundation of machine learning. As a Staff Data Scientist who has implemented countless ML models in production, I share comprehensive insights from mathematical foundations to practical implementation.

  • Posted on:  at 

    Decision trees are among the most intuitive machine learning algorithms. Having used decision tree-based solutions that saved millions in operational costs, I share practical insights on when and how to use them effectively.

Get In Touch

I'm always interested in discussing new opportunities, collaborations, or just chatting about data science. Feel free to reach out!

Contact Information

  • Email

    Arjunchidambaram1991@gmail.com

  • Phone

    +1 (610) 653-3607

  • Location

    Reston, VA, USA