Rudrax DaveRD
Looking for a job

Rudrax Dave

@rudraxdave

Data Scientist & Software Engineer | Python, Computer Vision, Pytorch, DS

United States

What I'm looking for

What stood out to me the most are the energy levels of all the staff and senior consultants, work-life balance, and company culture. To be able to contribute directly to the result somehow and be a part of the Teamwork deduced elementary results.


As a dynamic Data Scientist, AI/ML Engineer, and Software Developer with over 4 years of experience, I specialize in delivering high-impact AI/ML models and deploying them into scalable, production-ready environments. Holding a Master's in Electrical Engineering and Computer Science from the University of Southern California, I possess a diverse technical skill set, with expertise spanning Machine Learning, Deep Learning, Big Data Analytics, and Cloud Computing.

My career includes notable achievements in model optimization, GPU acceleration, and full-stack development across multiple industries, including healthcare, energy, and geospatial analysis. My experience at organizations like Black Pearl Technology and METLIFE highlights my proficiency in deploying scalable ML pipelines, leveraging cloud platforms such as AWS and Azure, and implementing CI/CD pipelines to ensure reliability and efficiency in production environments.

With strong expertise in Python, TensorFlow, PyTorch, and AWS SageMaker, I also excel in automating workflows, optimizing models for performance, and collaborating cross-functionally to solve complex business problems using AI/ML. As a leader and mentor, I have guided teams through technical projects and achieved operational excellence.

I am passionate about driving innovation through AI/ML, exploring emerging technologies, and delivering results that create business value. I am currently seeking opportunities where I can further contribute to AI/ML innovations in scalable and impactful ways.

Experience

Work history, roles, and key accomplishments

BC
Current

Software Engineer

Bear Brown and Company

Mar 2024 - Present (1 year 2 months)

Spearheaded creation and implementation of a web-based Data Asset Management System with React and Vue.js, leading to a 40 percent decrease in development time and enhanced performance.
• Incorporated Continuous Integration and Deployment (CI / CD ) into Amazon Pipelines and AWS infrastructure which resulted in a 30 % decrease in errors and an enhancement, in operational efficiency.

Everly HSE Corp logoEC
Current

Data Scientist

Everly HSE Corp

Oct 2024 - Present (7 months)

Developed advanced machine learning models utilizing Generative AI and Natural Language Processing to analyze plant data, resulting in a 30% reduction in pressure safety incidents across multiple chemical plants and improving overall safety compliance by 40%

blackpearltechnology.com logoBL

Software Engineer

blackpearltechnology.com

Aug 2023 - Mar 2024 (7 months)

Architected backend and frontend structures using QT Creator, reducing system crashes by 60% on AM437x Microprocessor,
integrating STM32 resources with ARM and NXP processors, enhancing GPU performance by 20% for graphics libraries.

ME

ML Software Engineer

MetLife

May 2022 - Jul 2023 (1 year 2 months)

Worked in an Agile environment to enhance workflow predictability and reduce delivery time variability by 25% for machine learning projects. Conducted data operations and developed predictive models, improving insights quality by 30% and operational efficiency by 20%. Utilized various Python libraries to enhance insurance predictions by 35%.

University of Southern California logoUC

Android Developer

University of Southern California

Jun 2022 - Sep 2022 (3 months)

Android Development: Developed, improved, and maintained features of Mobile Application, Dashboard, and Reporting
tool used for Drug Development and Drug Test-runs.
● Molded APKs with Android Studio, & React.js; reported SDK updates via git, & Notion; upgraded app versions & SQL DB

bisag-n.gov.in logoBI

Machine Learning Engineer - Deep Learning, GIS, ML, GEE

bisag-n.gov.in

Feb 2021 - Jul 2021 (5 months)

Machine Learning and GIS: Performed Building and Road Extraction for Urban & Rural Development and Annotations of
Imagery exercising ML & DL Algorithms for Bhaskaracharya National Institute for Space Applications and Geo-informatics.
● Collaboration and Evaluation: Formulated strategy on rapid developments in areas and assisted a team of ML Experts

Education

Degrees, certifications, and relevant coursework

University of Southern California logoUC

University of Southern California

Masters of Science, Computer Science (Machine Learning and Data Science)

2021 - 2023

Grade: 3.8

Gujarat Technological University logoGU

Gujarat Technological University

Bachelor of Technology, Electronics and Communications Engineering

2017 - 2021

Grade: 4.0/4.0

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