Mukund Tamizharasan Email & Phone Number

San Jose, California, United States

San Jose, California, United States

• Developed and enhanced SPECworkstation benchmark command-line interface (CLI) functionality by including multiple options, improving results output generation (HTML, CSV), readability and user experience using.
• Optimized parallel performance of 5+ C/C++, Python workloads for SPECworkstation using OpenMP, Threads Scikit-learn & Modin Pandas ensuring stability and CPU utilization.
• Conducted thorough analysis of code bottlenecks and hotspots through profiling, fine-tuning critical sections based on the results.

Los Angeles, California, United States

• Collaboratively extract and visualize Acute Myeloid Leukemia (AML) patient data along with demographics using boxplots, heatmaps, clustering techniques, correlation analysis to gain insights and analyze its.
• Build survival models using Random Forests, Boosted Trees with extracted features and patient demographics to predict AML overall survival.
• Contribute technical data analysis and co-author research publication titled “Features of the TCR Repertoire Associate with Patient’s Clinical and Molecular Characteristics in Acute Myeloid Leukemia”.

• Analyzed and assessed 15 client logistics applications with ~10,000 users to identify Cassandra tables, key spaces and create similar schema in Astra DB.
• Restructured source code and configured AWS Lambda, SNS, SQS, CloudFormation services to deploy scalable applications.
• Integrated the migrated services and applications, set up alerts in AWS CloudWatch to notify errors and log issues.

• Built YOLO, RetinaNet and UNet models on custom datasets after labelling and collecting image datasets from various sources with 90% mean average precision.
• Collaborated with a team of 10 to develop a full stack product to upload, annotate, train and test 4 Object Detection models using React, MongoDB, FastAPI, AWS and Python. Deployed the product using AWS Amplify and.
• Performed unit testing of key APIs using PyTest, maintained API documentation and database schema.

Master'S Degree, Applied Data Science

Bachelor'S Degree, Computer Science

Leeds International Summer School, Robotics And Autonomous Systems, Data Mining And Text Analytics