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.
Rudrax Dave
@rudraxdave
Data Scientist & Software Engineer | Python, Computer Vision, Pytorch, DS
What I'm looking for
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
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.
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%
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.
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%.
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
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
Masters of Science, Computer Science (Machine Learning and Data Science)
2021 - 2023
Grade: 3.8
Gujarat Technological University
Bachelor of Technology, Electronics and Communications Engineering
2017 - 2021
Grade: 4.0/4.0
Tech stack
Software and tools used professionally
Apache Spark
Tableau
Power BI Embedded
Amazon EC2
Amazon S3
GitHub
Cloudflare
Jupyter
NumPy
Pandas
PySpark
NoSQLBooster
Android Room
MongoDB Compass
DB
MySQL
PostgreSQL
MongoDB
SQLite
Hadoop
Node.js
Android SDK
Google Analytics
Slack
OpenCV
Visual Studio
Android Studio
React
JavaScript
Python
HTML5
CSS 3
Kotlin
C++
C
R Language
MATLAB
TensorFlow
PyTorch
scikit-learn
Keras
Tensorflow Lite
Flask
MongoDB Atlas
Amazon DynamoDB
Firebase Realtime Database
Linux
iOS
Android OS
Oracle Linux
Google Workspace
Firebase
WordPress
Tables
Visual Studio Code
Firebase Authentication
Git
NGINX
FastoNoSQL
Amazon Web Services (AWS)
Firebase Crashlytics
Microsoft Power BI
SQL
Google Colab
SciPy
Availability
Location
Authorized to work in
Salary expectations
Job categories
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