Sai Manthena
AI Engineer at RBC Capital Markets
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolSai Manthena is an AI Engineer combining 8 years of hands-on data engineering and machine learning experience to build production-grade analytics and automation for supply chains and financial services. He has a strong academic foundation (MSc in Big Data, high honors) and a proven record of delivering measurable impact—streamlining orders by 35% and cutting lead times by 56% through ML-driven pipelines. Comfortable across the stack, Sai has built scalable platforms and orchestration tooling (including Airflow enhancements) to support ~10,000 workflows while implementing model monitoring and automated retraining with MLflow. His work blends engineering rigor with business acumen: from improving insurance underwriting alignment to reducing operational FTEs via automated data pipelines. Now based in Old Toronto, he brings a pragmatic, continuous-learning approach to turning complex data problems into reliable, explainable solutions. An early maker as well, he has applied ML to robotics and conversational agents, reflecting a curiosity that extends beyond traditional enterprise analytics.
8 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Computer Science with specialization in data analytics, 9.1/10.0, Bachelor's degree, Computer Science with specialization in data analytics, 9.1/10.0 at Vellore Institute of TechnologyMaster of Science - MS, Big Data, 4.17/4.33, Master of Science - MS, Big Data, 4.17/4.33 at Simon Fraser University
Github Skills (115)
anomaly-detection10
python10
outliers10
deep-learning10
streamlit10
outlier-detection10
novelty-detection10
autoencoder10
ktrain10
developer-tools10
fraud-detection10
unsupervised-learning10
data-analysis10
data-mining10
scraper10
Programming languages (7)
Github contributions (5)
sai-krishna-msk/Customer_Analytics
Apr 2020 - Aug 2020
Customer Segmentation, RFM analysis and price elasticity
Contributions:23 commits, 2 PRs, 21 pushes in 4 months
pythonrfmcustomer-segmentationrfm-analysiselasticity
sai-krishna-msk/FaceRecognition-API
Nov 2018 - May 2020
delete this
Contributions:18 commits, 2 PRs, 15 pushes in 1 year 6 months
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