Graduating soon, I'm currently pursuing exciting opportunities in USA across all data & software related roles (data science, data engineering, data analytics & software engineering). Please let me know if you have questions about my educational or professional background, experiences or passions at: contact@sohamdeo.com.
Aug 2022 - Present
Master of Science, Data Science
GPA: 3.89
Coursework: Neural Networks, Natural Language Processing (NLP), Applied Statistics, Database Design and Implementation, Non Relational Databases, Software Engineering for Data Science, Software Construction
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Aug 2016 - May 2020
Bachelor of Engineering, Mechanical Engineering
GPA: 3.43 [8.15/10]
Coursework: Finite Element Analysis (FEA), Numerical Methods and Optimization, Computer Aided Machine Drawing, CAD/CAM Automation, Fundamentals of Programming Languages, Engineering Mathematics (I, II, III)
Programmer Analyst
Dec 2020 - May 2023
Remote
Project Implementation and Team Collaboration: Successfully facilitated data transfer across various levels of an RDBMS project tailored for a healthcare client, working within a dedicated team of four. This collaboration ensured the timely and accurate deployment of crucial updates.
Data Validation and Process Automation: Conducted thorough analyses and executed data validation checks to ensure the seamless transfer of data between layers of the database. This was achieved through the utilization of IBM DataStage and the Rundeck automation service, streamlining the process and enhancing efficiency.
Problem Solving and Database Optimization: Addressed and resolved critical issues such as inconsistent data feeds, mismatches between data layers, and data type discrepancies that impacted downstream operations. Solutions involved implementing DDL and DML modifications within the database, primarily utilizing MySQL, to optimize database performance and reliability.
Graduate Research Assistant
Oct 2023 - Present
Rochester, NY
Worked under Prof. Yiming Tang with fellow graduate students on the following project:
Comprehensive Evaluation of ChatGPT Reliability Through Multilingual Inquiries (Oct 2023 - Dec 2023): This study undertook a rigorous examination of ChatGPT's security vulnerabilities by employing fuzzing testing and multilingual prompts. The research successfully identified jailbreak risks, providing critical insights that contribute to enhancing language support and bolstering the overall system reliability. The resulting paper is available here.
Graduate Course Assistant - Neural Networks
Jan 2024 - Present
Rochester, NY
Graded and conducted office hours for students in the Neural Networks course by Prof. Dr. Travis Desell.
[e2] RIT Dining
Various roles
Sept 2022 - Dec 2023
Working at RIT Dining Services, I had the privilege to undertake a variety of roles, from serving and managing dish duties to cooking at the grill and pizza stations, alongside cleaning the dining area and assisting in food preparation. Each position offered me a unique perspective on the operational complexities and the essential teamwork needed to ensure a welcoming dining environment. Whether I was preparing meals with care or maintaining the cleanliness of the dining space, these experiences required me to be adaptable, eager to learn, and committed to contributing positively to our team's efforts. It was a humbling journey that highlighted the importance of each role in delivering quality service and taught me valuable lessons in diligence, flexibility, and the significance of every individual's effort in achieving collective success. This time with RIT Dining Services has deeply enriched my understanding of teamwork and service excellence.
[e1] Formula Student (at Team Maverick)
Powertrain Engineer and Lead
Dec 2017 - May 2020
During my three-year involvement in the Supra and Formula Bharat competitions, I had the opportunity to contribute to our team's achievement of top 15 finishes. My role evolved over time, where I had the responsibility of leading the powertrain subsystem and also took on the challenge of being the primary driver during the last two years. One of our key projects involved developing a new venturi intake system and a free-flow exhaust system for the engine, where, through collaborative effort, we managed to enhance the engine's performance to reach a target acceleration time under 5.5 seconds, improving speed by 16.6%. Additionally, I was part of the team that worked on introducing a locked differential to our vehicle, a first for us, which helped reduce the drivetrain assembly's weight by 12.5% or 1.7 kg. These experiences were incredibly rewarding, teaching me the importance of teamwork, innovation, and the continuous pursuit of improvement.
Please keep my current resume on file in case you think that I may be a good fit with your organization, either now or in the future. Feel free to contact me with any questions.
My latest resume here.