With over 5+ years of experience in software development and data engineering, I specialize in transforming complex business needs into streamlined technological solutions. I'm passionate about leveraging digital twin technologies and advanced data analytics to optimize business processes and decision-making.Career Highlights:Best Buy: Enhanced data collection and integration, reducing manual aggregation time by an impressive 85%.Koh Young Technology: Spearheaded the development of a digital twin framework for the Stencil Printing Process (SPP), significantly reducing defect rates and enhancing accuracy.Zebra Technologies: Engineered a heuristic optimization algorithm that achieved 80-90% line balancing for new product introductions, dramatically cutting time and manual labor.Tata Consultancy Services: Drastically improved website performance, lowering response times from 50 seconds to just 2 seconds, improving system scalability and user experience.I'm keen to connect with fellow innovators and thinkers in the tech community to explore potential collaborations and share insights. Let's link up!Languages: Python, Java, JavaScript, HTML, CSS, React Js, SQL, Spring Boot, MySQLLibraries/Frameworks: Pandas, Scikit-learn, NumPy, Keras, TensorFlow, PyTorch, Matplotlib, Bootstrap, Servlets, Agile Tools: Minitab, Tableau, Microsoft Power BI, Excel, Simio, Visual Studio, GitHub, Jira, Git, OracleMachine Learning: Regression, Classification, Deep Neural Networks, Transfer Learning, MLOpsData Analytics: Statistical Validation, Data Visualization, Data Cleaning, DOE, ANOVA, ETL
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SdeAmazon Web Services (Aws)Bellevue, Wa, Us
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Data ScientistBest Buy Jan 2024 - Aug 2024Minnesota, United States● Enhanced data retrieval efficiency and accelerated decision-making for a supply chain network design initiative by leveraging SQL and Python to optimize query performance● Developed automated data pipelines in Python, leveraging SQL for data retrieval and Excel for preprocessing, which streamlined data collection, cleansing, and integration, reducing manual data aggregation time by 85%● Utilized advanced analytics and optimization techniques using AIIMS model to improve supply chain network efficiency and conducted comprehensive evaluations of future and upstream model scenarios to support strategic planning● Collaborated with diverse cross-functional teams, including the network strategy, transportation, and finance teams, alongside decision science directors and client representatives, to optimize operations, yielding increased efficiency and cost-effectiveness -
Graduate Research AssociateThe Research Foundation For Suny Aug 2022 - Aug 2024Binghamton, New York, United States -
Data ScientistKoh Young America Oct 2022 - Jan 2024United States● Developed a digital twin framework utilizing Dual-Tree Complex Wavelet Transform to enhance the accuracy and reliability of the stencil printing process in PCB manufacturing, addressing variabilities due to printer settings and environmental factors● Integrated machine learning algorithms (SVR, GBR, DTR) to predict solder paste volume and offsets, improving process control and reducing defect rates in high-density electronic assemblies● Performed transfer learning to adapt simulation models to new PCB types and printer settings, enhancing model robustness and improvement in simulation accuracy, with gains of 36% and 62% in statistical distribution metrics (AVG. and STD.) measured on RMSE, outperforming the original simulation model -
Software EngineerZebra Technologies Aug 2022 - May 2023● Achieved 80-90% line balancing of new product introduction for four production lines for Zebra Technologies suppliers in China and Mexico by developing a heuristic optimization algorithm (Jabil and USI), reducing time, manual effort, and cost● Optimized the manufacturing process breakdown workflow using a Python algorithm, achieving a 90% breakdown and enabling modularity to add processes based on business needs● Created a streamlined web interface using HTML and JavaScript for access to detailed line balancing results across various suppliers and locations, reducing retrieval time by over 95% -
Full Stack DeveloperTata Consultancy Services Jun 2021 - Jul 2022Pune, Maharashtra, India● Implemented security measures while developing Front-End with React JS and Back-End with Java and Spring Boot for Verizon, Texas, addressing various vulnerabilities to ensure robust system integrity● Reduced website response time from 50 seconds to 2 by analyzing performance, refactoring code, optimizing databases, implementing caching, and enhancing APIs● Employed Agile methodologies to organize iterative development cycles, ensuring timely project delivery, while collaborating closely with cross-functional teams to foster communication and drive collective project success● Engaged in weekly code reviews, ensuring adherence to best practices and maintaining code quality -
Research InternBinghamton University Jan 2021 - May 2021Binghamton, New York, United States● Developed machine learning models for predicting self-alignment of components on PCBs, enhancing placement accuracy and reducing misalignment● Improved accuracy by predicting positioning coordinates, accounting for alignment discrepancies in all dimensions -
Software InternData Ingenious Global Ltd Jun 2020 - Aug 2020Jaipur, Rajasthan, India● Engineered and deployed an email spam classification system using Java, integrated with machine learning algorithms to distinguish between spam and legitimate emails● Utilized technologies such as Servlets, HTML, CSS, and Bootstrap to create responsive and user-friendly interfaces
Rahul Gupta Education Details
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3.9 /4
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Information Technology
Frequently Asked Questions about Rahul Gupta
What company does Rahul Gupta work for?
Rahul Gupta works for Amazon Web Services (Aws)
What is Rahul Gupta's role at the current company?
Rahul Gupta's current role is SDE.
What schools did Rahul Gupta attend?
Rahul Gupta attended Binghamton University, Nirma University, Ahmedabad, Gujarat, India.
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Rahul Gupta
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Rahul Gupta
C-Suite Technology & Product Leader | Strategy & Execution | Digital Transformation & Innovation | Future Ready & Market-Leading Products | Revenue Growth & Spend Optimization | Ai/Ml & Cloud EngineeringNew York City Metropolitan Area -
Rahul Gupta
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