Rudrax Dave Email and Phone Number
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.
Bear Brown And Company
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Back-End Developer- Ml, React | The Gryffin ProjectBear Brown And Company Mar 2024 - PresentBoston/La, Ma, Us● Developed and implemented a web-based Data Asset Management System using React and Vue.js, achieving a 40% reduction in development time and enhancing application performance.● Provided remote technical support for data asset management systems, maintaining 90% issue resolution within SLA and ensuring seamless operations across platforms.● Integrated Continuous Integration/Deployment (CI/CD) pipelines into Amazon Pipelines and AWS SaaS infrastructure, reducing deployment errors by 30% and significantly improving operational efficiency.● Led the development of machine learning models using Generative AI, employing BERT and GPT-based architectures for NLP tasks and integrating a Retrieval-Augmented Generation (RAG) Chatbot to enhance clarity and user experience by 50%
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Software Engineer - Firmware, Embedded & OsBlackpearl Technology, Inc Aug 2023 - Mar 2024The Woodlands, Texas, Us• Architected backend & frontend UI using QT C++, reduced system crashes by 60% on ARM437x Microprocessor, & enhanced ARM performance by service-based communication for Oil & Gas energy industry applications- Shooting Panel• Engineered scalable backend solutions, resulting in a 60% reduction in system crashes and a 20% improvement in GPU performance by leveraging ARM microprocessor optimizations and Yocto Project.• Restructured UI architecture & microservices to improve response time, with microprocessor & microcontroller modeling, resulting in 20% increase in GPU performance for graphics libraries using SPI, Yocto, GPIO, & MQTT.• Integrated Python + Django + REACT framework & Python scripts for API development, enabling real-time sensor data processing, and live updates, leading to 50% reduction in system response time on the host platform with Gitlab VC -
Ml Software EngineerMetlife May 2022 - Jul 2023New York, Ny, Us● Worked in Agile environment collaborating with other teams to enhance workflow predictability and cut down the delivery time variability by 25% for machine learning projects.● Performed data operations which included collecting, cleaning, mining, hypothesis testing, building models, validating and visualizing the data and has led to improving the quality of insights generated by 30%.● Utilized Python libraries including Pandas, NumPy, Scikit-learn, TensorFlow, Spark, Matplotlib, and SciPy in developing efficient machine learning models that has improved operational efficiency by 20%.● Structured and developed predictive models using some models and algorithms including Linear Regression, Logistic Regression, Decision Trees, Random Forest, AdaBoost, XGBoost, Support Vector Machines (SVM), K-Nearest Neighbors (KNN) thus enhancing insurance predictions by 35%. -
Lead Technical AssistantUsc Information Technology Services (Its) Aug 2021 - May 2023Los Angeles, Ca, Us-Directed a team of 30+ technical students in the deployment and monitoring of automated systems, achieving a 25% boost in team efficiency and a 30% reduction in issue resolution time through automated CI/CD processes.-Leveraged cloud-based services (AWS) and Python automation to streamline IT services, improving system uptime by 40%. • Directed faculty orientations for 150+ educators, enhancing classroom experiences for 5,000+ students and employing Python/Bash scripting for automation. • Upgraded technology with central IT, enhancing system performance by 40% and cutting downtime by 20% through expertise in Network CORE systems and telecom services. • Worked overnight shifts, monitoring, and controlling systems in a 24/7 operation, ensuring optimal performance and resolving alerts for internal and global users.- Conducted faculty orientations, where we teach them how to utilize our hybrid learning system best.- Responsible for improving classroom experience and upgrading technology for central IT services that support USC's schools, hospitals, research centers, and administrative units. -
Android DeveloperCsi-Cancer: Usc Michelson Center Convergent Science Institute In Cancer May 2022 - Aug 2022Los Angeles, Ca, Us• Developed an innovative predictive analytics feature for a mobile app using GPU-accelerated deep learning models, improving the accuracy of drug testing simulations by 40%.• Integrated SQL and React databases into the Android app, improving performance by 15% and reducing data retrieval times through optimized queries and real-time processing. -
Founder & CeoDesigren Digital May 2020 - Aug 2021 -
Data ScientistBhaskaracharya Institute For Space Applications And Geo-Informatics Jan 2021 - Jul 2021Gandhinagar, Gujarat, In● Accelerated image processing algorithms leveraging ML, DL, and OpenCV for large-scale object detection, topography changes, and a significant % boost to baseline model by 50% through CUDA programming on NVIDIA GPUs. ● Strategized with ML researchers to unlock insights from open-source data on Earth Engine (with Sentinel, Landsat-8) through equalizing TIFF files and clustering with PCA + K-means, procuring a 30% increase in rapid advancement. ● Applied U-NET architecture, statistical methods, and visualization tools such as matplotlib and Seaborn to annotate imagery for urban & rural development, achieving 89% accuracy.• Collaborated with cross-functional teams of engineers, scientists, and researchers to develop and deploy machine learning models for image processing and analysis. GUIDE: Dr. Abdul Jhummarwala (Senior Scientist - Geo-Informatics Department, BISAG(N)) -
Data Science InternGre Electronics Pvt.Ltd. Jun 2020 - Jul 2020Worked under Experts for Research Project about "SOLAR Innovations for Everyday Life", Worked with the various manufacturing process for LED Devices and other Electronics Products. Analysis, Teamwork, Troubleshooting, Database Handling, Project Research, etc, with skilled employees of this Well-renowned Company, was the main aim. -
Business Intelligence InternHindustan Coca-Cola Beverages Pvt Ltd May 2019 - Jul 2019Bengaluru, Karnataka, InTask: Industrial Automation- Software Analysis and Configuration• Drove and Molded Software and various PLC Based Systems UTILIZED in almost- fully automated plant to digitally configure errors and represented Graphical and Tabular formats, implemented framework to Manufacturing Team resulted in cost savings over approx. $10,000 annually to multinational company.Orchestrated software & PLC systems in an automated plant, digitally configuring errors, and presenting data in graphical and tabular formats using PowerBI dashboards to analyze strategies for plant data, yielding a $10,000 cost reduction.Leveraged database expertise in SQL Queries and data management, resulting in a 20% increase in data transparency for enhanced software analysis and configuration, provided end-user training and support to ensure the successful adoption. -
Medical Data AnalystWest Coast Pharmaceuticals Works Limited May 2018 - Apr 2019Ahmedabad, Gujarat, InDeveloped and executed comprehensive testing protocols for various manufacturing devices, including Incubators and PLC Based Assembly Lines, resulting in a 20% increase in overall product quality.Implemented ERP software for Sales and Export overview, leading to a 15% improvement in data accuracy and efficiency in database management with Power BI Dashboards and Business Analytics improvements.Collaborated with Quality Control and E-commerce Management teams to validate Photographic Sensors and Scanners, ensuring seamless integration of new technologies into existing processes.
Rudrax Dave Skills
Rudrax Dave Education Details
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University Of Southern CaliforniaElectrical And Computer Engg.( Specialization In Machine Learning & Data Science) -
Birla Vishvakarma MahavidyalayaElectronics And Communications Engineering
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Shri Vardhman Vidhyalaya , Mehsana , GujaratScience
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Shri Sarvajanik Vidhyalaya, English Medium School , Mehsana , GujaratSchool
Frequently Asked Questions about Rudrax Dave
What company does Rudrax Dave work for?
Rudrax Dave works for Bear Brown And Company
What is Rudrax Dave's role at the current company?
Rudrax Dave's current role is Data Scientist & Software Engineer | Python, Computer Vision, Pytorch, DS | MS in Electrical Engineering & Computer Science (Machine Learning)- USC | University of Southern California | Actively Seeking New Opportunities.
What schools did Rudrax Dave attend?
Rudrax Dave attended University Of Southern California, Birla Vishvakarma Mahavidyalaya, Shri Vardhman Vidhyalaya , Mehsana , Gujarat, Shri Sarvajanik Vidhyalaya, English Medium School , Mehsana , Gujarat.
What skills is Rudrax Dave known for?
Rudrax Dave has skills like Leadership, Teamwork, Management, Member Of Ieee, Object Oriented Programming, C++, C (Programming Language, Home Automation, Industrial Automation, Project Coordination, Project Management, Research.
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