Shoaib Mohammed

Lead ML Engineer

Stanford, California, United States5 yrs 1 mo experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in Machine Learning and Cloud Computing.
Developed innovative solutions for education and accessibility.
Proven track record in optimizing complex systems.

Stackforce AI infers this person is a Machine Learning and Cloud Computing expert with a focus on educational technology.

Contact

shoaib98libra@gmail.com LinkedIn

Skills

Core Skills

Machine LearningLarge Language Models (llm)Software DevelopmentCloud Computing

Other Skills

AI Gaming HackathonAWS infrastructureAd recommendationsAlgorithm developmentAlgorithmsAmazon Chime SDKAmazon Web Services (AWS)AngularAnomaly detectionAssembly LanguageAzure KustoAzure optimizationBashC (Programming Language)C++

About

I am constantly learning to enhance my knowledge and would love to work for professional growth with long-term opportunities. My two goals are to create a free education system and improve accessibility for people with special needs.

Experience

Tiktok

Senior Machine Learning Engineer

Jul 2024 – Present · 1 yr 8 mos · San Jose, California, United States · On-site

Working on improving ad recommendations.
Current scope: LLMs for Ad recommendations.

Machine Learning AlgorithmsLarge Language Models (LLM)Ad recommendationsMachine Learning

Stanford university

2 roles

Senior Research Software Engineer

Sep 2023 – Jun 2024 · 9 mos · California, United States · On-site

Maintain a video-conferencing platform with over 50,000 total participants.
Develop an algorithm to summarize 800 sessions and over 12,000 hours of group discussions.
Integrate transcript summarization to generate meeting minutes using GPT-4.
Design system architecture to facilitate online meetings using Amazon Chime SDK.

Video-conferencing platformAlgorithm developmentTranscript summarizationSystem architectureAmazon Chime SDKSoftware Development+1

Research Software Engineer

Sep 2022 – Sep 2023 · 1 yr · California, United States · On-site

Built a platform for reading assessments for 8000+ students using Vue and Node.js.
Automated the pipeline to generate score reports sent to teachers in various schools.
Utilized cloud functions to analyze data from Firebase to Google Drive for over 100 schools.
Re-designed cloud architecture to improve runtime from 4-hours to 30-min.
Added 5 new tests to study the executive function differences in children with dyslexia.
Enhanced security for user authentication to comply with IRB or federal requirements.

Vue.jsNode.jsCloud functionsData analysisSecurity enhancementsSoftware Development+1

Microsoft

Research Software Development Engineer

Jun 2023 – Sep 2023 · 3 mos · Redmond, Washington, United States · On-site

Worked in the Machine Learning team at Central Engineering.
Built a dashboard to show virtual machine metrics in real-time for 100+ availability zones.
Optimized allocation of VMs on Azure by analyzing lifetimes reducing fragmentation.
Added user authentication to restrict access to confidential data using SAS tokens.

Machine LearningDashboard developmentAzure optimizationUser authenticationCloud Computing

Amazon

Software Engineer, Machine Learning

Jan 2021 – Oct 2022 · 1 yr 9 mos · Berlin, Germany

Working in the Intelligent Cloud Control Machine Learning (ICCML) team.
Optimize data processing resulting in a decrease from 16-hrs to 30-min for execution.
Setup AWS infrastructure to re-train models using anomaly detection.
Conduct on-site interviews for internship and graduate roles.

Data processing optimizationAWS infrastructureAnomaly detectionInterviewingMachine LearningCloud Computing

Acm, association for computing machinery

Chapter Secretary

Aug 2019 – Jun 2020 · 10 mos · Dubai, United Arab Emirates

Worked on creating an open-source collection of free resources for university students.
Held a seminar on the essentials of computer science for 6 popular fields.
Conducted a 10-week long Coding Bootcamp with sponsorship from Microsoft.

Open-source resourcesSeminar organizationCoding Bootcamp

Microsofttechclub @bitspilanidubai

Web Development Lead

Aug 2018 – Jun 2019 · 10 mos · Dubai, United Arab Emirates

AI Gaming Hackathon: Students create their own AI and compete in a game with their peers.
CodeBlitz: Contest testing debugging skills in programming languages such as Python, Java, Pascal, and many more!
Technobuzz: Career series aimed towards teaching machine learning, data science, and cloud computing.

AI Gaming HackathonDebugging contestCareer series

Whizkey

Machine Learning Intern

Jun 2018 – Aug 2018 · 2 mos · Palm Jumeirah, Dubai, United Arab Emirates

Automated a labor-intensive task using web scraping saving more than a month of manual labor.
Created a dataset and developed a machine learning model to recognize passport numbers.
Developed a file system for an online text editor using JS Tree.

Web scrapingMachine learning model developmentFile system developmentMachine Learning