Sanjay Josh

Senior Software Engineer

Atlanta, Georgia, United States7 yrs 8 mos experience

Most Likely To Switch

Key Highlights

Expert in designing cloud-native solutions for data platforms.
Strong background in MLOps and machine learning systems.
Proven track record in developing scalable and secure applications.

Stackforce AI infers this person is a SaaS expert with strong capabilities in MLOps and cloud solutions.

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Skills

Core Skills

MlopsMachine LearningCloud Computing

Other Skills

MLOps pipelineauthentication and authorization suiteGPU-based deploymentsautoscalingmonitoringenvironment management systemGCP servicesText AnalysisCI/CD pipelinesMLOps monitoringWeb Service developmentSQLJavaScriptJavaC

About

I am a Platform DevOps Engineer at ICE, where I design and implement cloud-native solutions for data and analytics platforms. I have a strong background in machine learning systems and MLOps, which I developed through my previous role as a Software Development Engineer at Walmart Global Tech India and my ongoing Master of Science in Computer Science degree at Georgia Institute of Technology. At Walmart, I was a core developer of the MLOps pipeline for the Machine Learning Platform, where I built the authentication and authorization suite, enabled GPU-based deployments, implemented autoscaling and monitoring, and integrated a reusable environment management system. I also worked on big data analytics projects using Apache Spark and Hive-Hadoop. At Georgia Tech, I am specializing in machine learning and working on a special problem with Prof. Kexin Rong on model compression and pruning. I am passionate about creating scalable, reliable, and secure solutions for data and machine learning applications.

Experience

Kroger

Senior Software Engineer

Jun 2024 – Present · 1 yr 9 mos · Atlanta, Georgia, United States

Global payments inc.

Data Ops Engineer

Dec 2023 – Jun 2024 · 6 mos · Atlanta, Georgia, United States

Ice

Platform DevOps Engineer

Jun 2023 – Dec 2023 · 6 mos · Atlanta, Georgia, United States

Georgia institute of technology

Graduate Teaching Assistant

Jan 2023 – May 2023 · 4 mos · Atlanta, Georgia, United States · On-site

TA for CSE 6242: Data and Visual Analytics

Walmart global tech india

4 roles

Software Development Engineer III

Promoted

Sep 2020 – Aug 2022 · 1 yr 11 mos

1. Core Developer of MLOps pipeline for Machine Learning Platform- Built the authentication/authorization suite for deployments. Designed and Implemented Realtime and Batch based MLOps provisions.
2. Designed and enabled GPU based real time and batch deployments.
3. Implemented autoscaling and monitoring for MLOps based deployments over a multi cloud based deploying strategy.
4. Integrated a reusable and decoupled environment management system that works across real time, batch training interfaces, live deployments and across workspaces, to significantly reduce migration time of models in their development lifecycle.

MLOps pipelineauthentication and authorization suiteGPU-based deploymentsautoscalingmonitoringenvironment management system+2

Software Development Engineer II

Aug 2018 – Aug 2020 · 2 yrs

1. Explore, Prototype and Integrate various GCP services such as Object Store, FileStore and Dataproc to ML Platform.
2. Optimized and created a Text Analysis and Transformation ML Jobs for International Team, Walmart.
3. Designed and Developed a Web Service for fetching Access Control List information for Hive Data residing across Walmart's GCP cloud data.
4. Design and Implementation of CI/CD pipelines for interactive and batch sessions .
5. Implementation of MLOps - Monitoring, Visualization and Alerting for ML Deployments in Production.
6. Built a Migration and Clone pipeline that features a highly flexible system for artifact transfer between various environments, managed clouds and across workspaces for the users of the platform.

GCP servicesText AnalysisCI/CD pipelinesMLOps monitoringWeb Service developmentMLOps+1

Software Developer Intern

Jan 2018 – Jul 2018 · 6 mos

Worked in the Machine Learning Platform team [ element.ai - the in-house ML SaaS for Walmart ]. Involved developing and integrating EDA(Exploratory Data Analysis). Used Superset visualisation with a distributed PrestoDB backend over HDFS for ORC data.

Software Developer Intern

May 2017 – Jul 2017 · 2 mos · Bengaluru Area, India

Worked in the Next-gen supply chain team. Developed visualization dashboards for the data flow and analytics concerned with the current forecasting models. Analysed the performance of the models at fine line level to infer the under-forecasts and over-forecasts.