Pratik Ramdasi

About Pratik Ramdasi

I’m a results-driven machine learning engineer and technical leader passionate about turning cutting-edge research into scalable products.Over the past 8+ years, I’ve architected and deployed ML solutions that combine computer vision, deep learning, and modern MLOps to deliver measurable business value—driving multimillion-dollar revenue growth, cost savings, and operational efficiency.Highlights of my work include:• End-to-end ML systems for real-time pricing and revenue optimization, impacting $25M+ in annual revenue• Automated computer-vision pipelines that cut SLAs from days to hours and saved >$1.5M annually• Cross-functional leadership, mentoring engineers and guiding multi-team initiatives from ideation to productionI thrive at the intersection of innovation and execution—from brainstorming with product teams to deploying resilient ML infrastructure in the cloud. I’m excited to bring this blend of strategic vision and hands-on engineering to help organizations unlock data-driven insights and build intelligent, scalable products.

Experience

1. Staff Machine Learning Engineer

   The RealReal

   Apr 2023 — Present · San Francisco, CA, US

   Directed company-wide ML strategy and technical leadership for pricing and operations, guiding multi-team initiatives from concept to production.• Architected and deployed a real-time ML pricing pipeline improving sales-rep earnings transparency and driving $6.5 M incremental GMV with a +5-point consignor NPS lift.• Led Auto-Pricing & Discounting platform, delivering $25 M+ annual revenue through automated price prediction, optimization, and dynamic discounting.• Championed cross-functional ML initiatives, aligning product, infra, and business teams; set technical roadmaps and reviewed designs for all pricing ML projects.• Mentored and sponsored engineers and interns, fostering an advanced ML culture and guiding patentable innovation (3 patents, 1 granted).

Education

• Maharashtra Institute of Technology

  Bachelor of Engineering (B.E.), Electronics and Telecommunications Engineering

  2010 — 2014

• Colorado State University

  Master's Degree, Electrical and Computer Engineering

  2014 — 2016

Skills

• Teamwork
• Team Management
• Algorithms
• Object Detection
• Artificial Neural Networks
• Pandas
• Linux
• Ni Multisim
• Powerpoint
• Microsoft Excel
• Deep Learning
• English
• Software Development
• Python
• Latex
• Research
• Data Structures and Algorithms
• C
• Programming
• Microsoft Office
• Java
• Eclipse
• Machine Learning
• Microsoft Word
• Opencv
• C++
• Signal Processing
• Predictive Modeling
• Pattern Recognition
• Classification
• Engineering
• Matlab
• Computer Vision
• Github
• Data Analysis
• Scikit-Learn
• Object Tracking
• Multisim
• Numpy
• Javascript