Prajwal Kishor Kammardi
SDE II at Amazon AI Platforms
- Role
- Software Development Engineer Ii at Amazon Web Services (AWS)
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Prajwal Kishor Kammardi
Enthusiastic learner motivated to and develop technological solutions through the power of computers and software. Highly analytical with experience in software development, test automation, performance engineering, agile methodologies. My areas of experience and interest include:• Cloud Computing, ETL, Micro Services, Rest API, Mobile/Web Application Development.• Akka, Hadoop, Hive, MapReduce, ETL, Docker, AWS (EC2, EMR, S3, ECR)• Skills include Scala, Java, Python, JavaScript, HTML5, CSS, Basics of Angular, JMeter, Selenium.
Experience
Software Development Engineer Ii
Jan 2024 — Present · Seattle, WA, US
Multi-Tenant LoRA Serving in Sagemaker Inference Components: Implemented a high-efficiency serving architecture enabling atomic operations for adapters across SageMaker endpoints. Allowed hosting of thousands of fine-tuned models in a single serving, drastically reducing customer costs.* Designed the tenant assignment and the Capacity reservation piece for a topology based host allocation for AI models for multiple customers. This automated the instances allocated based on heuristics to optimize inference performance and also reduced developer efforts. The overall time to launch model was increased from 1 week to 8 hours.* Infrastructure Automation: Designed a zero-touch pipeline to replicate/patch/update OS images across commercial and restricted regions, reducing engineering effort from 10 days to 1 day.* Sticky Routing Sagemaker Implementation: Enabled stateful inference by routing requests based on sessions, significantly reducing latency by leveraging cached content.* Topology Optimization: Built a host assignment system for Enterprise AI tenants, reducing model launch time from 1 week to 2 days and minimizing hardware errors.
Education
KMWA PU College
Computer Science
2011 — 2013
VVS Sardar Patel High School
High School
2008 — 2011
Sir M Visvesvaraya Institute Of Technology
Bachelor of Engineering (B.E.), Computer Science
2013 — 2017
University of Illinois Chicago
Master of Science - MS, Computer Science
2019 — 2021
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.