Santhosh Shunmugaraja
New York,NY
Overview
5
5
years of professional experience
Work History
Software Development Engineer
Amazon Web Services
New York, NY
02.2022 - Current
- Engineered a groundbreaking optimization that escalated the throughput of writes to our OLAP Datastore by a staggering 10x, adeptly synchronizing with a 3 million transactions/second OLTP system, employing sophisticated large transaction smurfing, partitioning batched, distributed transactions and applying them concurrently using multithreading and multiple hosts.
- Revolutionized cloud infrastructure by streamlining resource creation and unifying deployment processes, catapulting deployment velocity by 5x and slashing infrastructure build times from 2 weeks to a mere 1 hour. Masterminded and flawlessly executed a live migration of a high-traffic OLAP PostgreSQL Database with absolute zero downtime.
- Pioneered an organizational movement that spectacularly reduced infrastructure build times in new AWS Regional Datacenters by an impressive 80% for all features built on a native AWS System.
- Expertly managed an extensive on-call ticket queue, resolving over 50 critical customer tickets weekly, skillfully debugging in-production issues and rapidly responding to Large Scale Events.
Bioinformatics/Machine Learning Researcher
UCSD Department Of Medicine
San Diego, CA
03.2018 - 08.2020
- Orchestrated the automation of Data Modeling and Cleaning for patient tissue RNA-Seq Analyses, unlocking new potentials for analysis via cutting-edge ML Models.
- Utilized sci-kit learn and PyTorch to ingeniously create and fine-tune unsupervised models of gut microbiota abundances, unveiling novel gut diseases, and astutely developed supervised models for comprehensive classification of a spectrum of IBS/IBD gut diseases.
Education
Bachelor of Science - Bioinformatics/Computer Science
University of California - San Diego
La Jolla, CA12.2021
Skills
Technical Expertise:
- Distributed Systems
- Linux Kernel Programming
- Containerization with Kubernetes/Docker
- Object Oriented Design
- Database Management
- Infrastructure as Code
- Software Defined Networking
Programming Languages:
- Java
- Python
- C/C
- Typescript
- SQL/T-SQL
Timeline
Software Development Engineer
Amazon Web Services
02.2022 - Current
Bioinformatics/Machine Learning Researcher
UCSD Department Of Medicine
03.2018 - 08.2020
Bachelor of Science - Bioinformatics/Computer Science
University of California - San Diego
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