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Muhammed Jaseem

Platform Software Engineer, AI at Oracle | NIT Calicut

Bengaluru

6+ years of work experience

Oracle
Jun 20233 yrs 3 mosPresent

Bengaluru, Karnataka, India

• Designed and implemented a DeepStream pipeline capable of real-time face, weapon, and object tracking across parallel RTSP/WebRTC/Livekit streams on a single GPU. • Migrated Weapon and Object Detection model to C++ from Python, cutting CPU usage, improving latency and reducing failures in production. • Accelerated various vision model performance by migrating from CPU to GPU with MNN and CUDA. • Reduced infrastructure costs by over $50,000/month by minimising Kubernetes resource consumption and optimising NoSQL database usage.
Oracle
May 20223 mosJul 2022

Bengaluru, Karnataka, India

• Designed a generic asynchronous notification infrastructure to inform users about the completion of actions in OIC web application. • Implemented a POC web app to demonstrate the working of the notification system.
FOSS Cell NITC
Feb 20221 yr 4 mosMay 2023

Organized FOSSMeet 2023, contributing to website development and event design efforts to support a successful open-source conference.
Nov 20202 yrs 7 mosMay 2023

Kerala, India

• Led design for Threads, the official magazine of CSEA, and contributed to a wide range of creative initiatives including posters, promotional videos, and event branding. • Conducted multiple workshops/talks.
Reshare - the future of education
Oct 20207 mosApr 2021

GitHub
@jasseeeem

Muhammed’s AI Stack

codex
codex
huggingface
huggingface

Education

National institute of technology Calicut

Bachelor of Technology - BTech, Computer Science

National institute of technology Calicut

20194 yrs2023

High School Diploma

Doha modern Indian School

20154 yrs2019

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Headline

Platform Software Engineer, AI at Oracle | NIT Calicut

About

Machine Learning Engineer with 3+ years of experience developing scalable real-time computer vision systems. Experienced in designing GPU-accelerated streaming pipelines, Python and C++ programming, optimising APIs and models for performance, and debugging complex systems. Passionate about building customer-focused solutions, contributing to open-source projects, and delivering real impact.

Location

Bengaluru

AI stack

codex

huggingface

Work experience

Member of Technical Staff at Oracle, Jun 2023 - Present · 3 yrs 3 mos, Bengaluru, Karnataka, India, • Designed and implemented a DeepStream pipeline capable of real-time face, weapon, and object tracking across parallel RTSP/WebRTC/Livekit streams on a single GPU. • Migrated Weapon and Object Detection model to C++ from Python, cutting CPU usage, improving latency and reducing failures in production. • Accelerated various vision model performance by migrating from CPU to GPU with MNN and CUDA. • Reduced infrastructure costs by over $50,000/month by minimising Kubernetes resource consumption and optimising NoSQL database usage.

Server Technology Intern at Oracle, May 2022 - Jul 2022 · 3 mos, Bengaluru, Karnataka, India, • Designed a generic asynchronous notification infrastructure to inform users about the completion of actions in OIC web application. • Implemented a POC web app to demonstrate the working of the notification system.

Executive at FOSS Cell NITC, Feb 2022 - May 2023 · 1 yr 4 mos, Organized FOSSMeet 2023, contributing to website development and event design efforts to support a successful open-source conference.

Executive at Computer Science and Engineering Association, NIT Calicut, Nov 2020 - May 2023 · 2 yrs 7 mos, Kerala, India, • Led design for Threads, the official magazine of CSEA, and contributed to a wide range of creative initiatives including posters, promotional videos, and event branding. • Conducted multiple workshops/talks.

Software Development Intern at Reshare - the future of education, Oct 2020 - Apr 2021 · 7 mos

Education

Bachelor of Technology - BTech, Computer Science, National institute of technology Calicut

High School Diploma, Doha modern Indian School

Public links

github: https://github.com/jasseeeem

Muhammed Jaseem - Member of Technical Staff in Bengaluru | Tal