Alok Mathur

Operations Associate

New York, New York, United States2 yrs 1 mo experience

Most Likely To Switch

Key Highlights

Research internship at Arizona State University on privacy-preserving ML.
Developed a web application for Geant4 validation at CERN.
Awarded in Smart India Hackathon 2022.

Stackforce AI infers this person is a Machine Learning and Software Development specialist with a focus on IoT and AI applications.

Contact

Skills

Core Skills

Web DevelopmentCi/cdMachine LearningFederated Learning

Other Skills

Geant4ROOTJSROOTOpacusFAISSImage ClassificationAPI DevelopmentMERN StackFast APIEnglishFront-end DevelopmentGitHubAndroid Development

About

I am a highly motivated Computer Science and Engineering student with a stellar academic record and a passion for research. Currently pursuing my Master of Science in Computer Science at Columbia University in New York. I did my Bachelor in Technology at Vellore Institute of Technology. I have gained valuable experience through diverse internships and research projects. Highlights include my research internship at Arizona State University, where I contributed to a project integrating Data Management and Privacy in ML Models. At Samsung R&D Institute Bangalore, I focused on Noise-Based Predictive Maintenance of Smart Home Devices. Additionally, during my internship at CERN, I developed a web application for Geant4 validation and led the creation of a CI/CD pipeline for the Geant4 toolkit. I have published papers in reputable journals and conferences and have been recognized with awards such as the Smart India Hackathon 2022. I am eager to leverage my skills and contribute to impactful projects in the field.

Experience

2 yrs 1 mo

Total Experience

1 yr

Average Tenure

1 yr 7 mos

Current Experience

Columbia university

2 roles

Teaching Assistant

Feb 2025 – Present · 1 yr 2 mos · New York, United States

Working as a TA with Prof. Augustin Chaintreau for the subject Network, Crowds and Web

Research Assistant

Sep 2024 – Present · 1 yr 7 mos · New York, United States

Working with Prof. Suman Jana

Cern

Software Developer

Feb 2024 – Aug 2024 · 6 mos · Geneva, Switzerland · On-site

Developed a validation web app for Geant4(over 40,000 citations) validating experimental and simulation results using mathematical tests and visualization using the tools ROOT and JSROOT.
Creation of the CI/CD pipeline for the Geant4 software.

Web DevelopmentCI/CDGeant4ROOTJSROOT

Arizona state university

Research Intern

May 2023 – Jul 2023 · 2 mos · Tempe, Arizona, United States · On-site

Worked on a project related to federated query optimizer for privacy-preserving ML for the US Department of Homeland Security.
Optimized T-5 small transformer model using Opacus, reducing parameters from 60M to 2M while upholding privacy and accuracy balance. Integrated FAISS for indexed vector Database, slashing query time by 40%, showcasing innovation in AI and system optimization innovation.

Machine LearningFederated LearningOpacusFAISS

Fidelity investments

Intern

May 2023 – May 2023 · 0 mo · Bengaluru, Karnataka, India · Remote

Worked with the Enterprise Infrastructure team on a project related to batch processing and batch cycles.

Samsung r&d institute india

Research Intern

Dec 2022 – Jul 2023 · 7 mos · Remote

Worked on Noise-Based Predictive Maintenance of Smart Home Devices to enhance the longevity of Samsung devices (Washing Machine, Refrigerator, etc.) and provided proactive fault servicing to improve the user experience.
Used ML image classification algorithms for sound data.
Utilized Federated Learning (FL) ML frameworks for noise-based predictive maintenance and implemented various strategies provided by the Paddle FL framework.

Machine LearningImage ClassificationFederated Learning

Zensar technologies

Intern

Jun 2022 – Jul 2022 · 1 mo · Pune, Maharashtra, India

Developed a dynamic website for a Machine Learning model using MERN Stack for a US-based client.
Created APIs for a forecasting model using Fast API and integrated it into UI.

Web DevelopmentAPI DevelopmentMERN StackFast API