Jaiadityan S
@jaiadityans
MLOps-focused systems engineer specializing in GenAI and reinforcement learning.
IndiaWhat I'm looking for
I am an MLOps-focused systems engineer with hands-on experience building Model Context Protocols, GenAI diagnostic tools, and predictive systems for server reliability. I have implemented reinforcement learning solutions that improved task success and reduced training time, and I have delivered production-ready software across cloud, DevOps, and full-stack environments.
My work spans Visa, Ericsson, and multiple internships where I automated operations with Ansible, created dashboards with Flutter, and developed full-stack and ML projects that drove measurable engagement and performance gains. I lead campus organizations and have published IEEE research on assistive systems and computer vision applications.
Experience
Work history, roles, and key accomplishments
Designed a Model Context Protocol framework to enable company-wide adoption of OSV and simplified migration from VMware; built a GenAI diagnostic tool using reinforcement learning to detect and explain server degradation across clusters.
Automated configuration by converting Bash scripts to Ansible playbooks integrated with Ansible Tower; developed a Flutter dashboard to track kernel versions and implemented a predictive ML system for physical server failure forecasts.
Student Intern
Ericsson
Jun 2023 - Apr 2024 (10 months)
Applied reinforcement learning to optimize rewards in a virtual environment, increasing task completion rates by 40% and reducing training time by 25%; improved exploration in a Mario benchmark by 20% using active learning.
Web Development Intern
Sparks ITX
Feb 2023 - Apr 2023 (2 months)
Streamlined web and mobile user interfaces, increasing customer engagement by 40% and reducing bounce rate by 25%; led a team of five to deliver project milestones.
Research Intern
Cryolor
Mar 2023 - Mar 2023 (0 months)
Used ERP tools to analyze ~70% of organizational data for insights and learned 4GL for BAAN ERP implementations to support informed decision-making.
Full Stack Developer
Accolade Tech Solutions
Nov 2022 - Feb 2023 (3 months)
Engineered and tested code for the 'Nammakudla Prime' app on App Store and Play Store, improving OTT app smoothness by 90% and increasing viewers by 60%.
Education
Degrees, certifications, and relevant coursework
Amrita Vishwa Vidyapeetham
Bachelor of Technology, Computer Science and Engineering
2021 -
Grade: 8.53 CGPA
Pursuing a B.Tech in Computer Science and Engineering with strong performance in DBMS, OOPS, OS and Advanced Programming, holding a CGPA of 8.53.
The Study L'ecole International
Higher Secondary Certificate, Higher Secondary (Computer Science)
2019 - 2021
Grade: 83.4%
Activities and societies: President of Computer Science Department
Completed Higher Secondary education with a focus in computer science; served as President of the Computer Science Department and achieved a grade of 83.4%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
Interested in hiring Jaiadityan?
You can contact Jaiadityan and 90k+ other talented remote workers on Himalayas.
Message JaiadityanFind your dream job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
