Shrey Dedhia
A Masters in Computer Science student experienced in developing production-level scalable code, data management, and software design. Besides being an avid reader, I love to play chess at my leisure.
Shrey, what can you do?
Designing efficient databases, making elegant frontends, or producing intuitive visualizations,
I always strive to write clean and maintainable code. :)
Education
Stony Brook University
Master of Science in Computer Science
August 2022 - May 2024 (Expected)GPA: 3.89/4Fundamentals of Computer Networks, Theory of Database Systems, Visualization, Logic in Computer Science
- Served as a Graduate Teaching Assistant for ISE 305 : Database Design and Practice (under Prof. Praveen Tripathi).
Dwarkadas J. Sanghvi College of Engineering, University of Mumbai
Bachelor of Engineering in Computer Engineering
July 2018 - June 2022GPA: 9.67/10Data Structures, Operating Systems, Distributed Computing, Object-Oriented Programming, Big Data Analysis
- Published 3 research papers in Machine Learning & Healthcare domain.
- Won 3rd position in Prakalp 2022, SFIT Mumbai (inter-college project competition).
- Served as Editorial Manager for college's official Music Club.
Experience
State University of New York Research Foundation (SUNY RF) - Centre ValBio
Research Assistant - Database Developer
Nov 2022 – Present
- Consolidating test-driven development, API construction, and automated browser testing using Django, Django Rest Framework, and Selenium.
- Responsible for pre-processing, cleaning, and normalizing over 80,000 data records.
- Schematizing and modeling 30 years’ worth of anthropological data across 25 projects.
JPMorgan Chase & Co.
Software Engineer Intern
Jun 2021 – Aug 2021
- Automated a 12-year-old procedure for detecting unstructured and dynamic errors in real-time machine data logs across 30+ servers during CI/CD process. Used Splunk, PuTTY, and SSH to access remote Unix servers.
- Built an interface on GAIA private cloud for switching default application data centers due to user traffic, reducing operation time from 5 hours to 30 minutes.
- Technologies used - Splunk, PuTTY, SSH, ReactJS
ReWiser Educational Services Pvt. Ltd.
Software Developer Intern
May 2020 - Jul 2020
- Designed and developed a human resource management system, and created the software documentation.
- Optimized the database structure, utilized CronJob for less latency and lowered computational overheads by 45%.
- Technologies used - Django, Django Rest Framework, MySQL, Vue.js, cron
DJ Unicode
Senior Mentor - Web Development
Sep 2019 - Jul 2022
A student coding club, with courses funded by Google Research.
- Mentored 9 sophomores over two open-source projects : ‘Transcripts Portal’ and ‘Events-Management System’.
- Supervised 80+ mentees and prepared exhaustive technical assignments during 10-week ‘sophomore learning period’.
- Taught web-development, Software Development Life Cycle (SDLC), and Model-View-Controller (MVC) pattern.
Projects
Vision Acolyte
Aimed at assisting children, with cognitive impairments, to accelerate learning by providing visualizations of texts.
GANsTensorFlowGloVespaCyPython- Devised methodology on GANs and T5 model to build text-to-video framework for children with cognitive impairments.
- Performed extensive literature review and achieved R-precision of 3.31, surpassing 1.51 by previous StoryGAN model.
- Won 3rd position in Prakalp 2022, SFIT Mumbai (inter-college project competition).
Quicure
A software heavily focused towards improving medical care by expediting consultancy, booking at hospitals and clinics.
Node.jsExpress.jsbcryptMySQLReact- Modeled the database schema, handled concurrency control, triggers, locks and JWT authentication & authorization.
- Worked in a group of 3, collborated and built the entire front-end design
Food For Good
An ingredient-ordering e-commerce website intended to alleviate food availability problems during COVID-19.
DjangoReactSQLite- Utilized structured SQL data, built cart functionality, intuitive user interfaces, and integrated APIs.
- Worked in a group of 3, collborated and built the entire front-end design
Research
A novel dual model approach for categorization of unbalanced skin lesion image classes
5th International Conference on Computational Vision and Bio-Inspired Computing 2021 (Springer)
Domain adaptation and weight initialization of neural networks for diagnosing interstitial lung diseases
International Journal of Imaging Systems and Technology (Wiley)
Performance Analysis of Augmented Data for Enhanced Brain Tumor Image Classification using Transfer Learning
Computational Intelligence in Healthcare Applications (Elsevier)
Reach out to me!
Want to discuss an innovative project/collaborate or want to just catch up over a chess game/cup of coffee? Let's connect.
sdedhia@cs.stonybrook.edu
Master's in Computer Science - Stony Brook University
Stony Brook, New York, United States