Machine Learning Software Engineer

PRATHAM MEHTA

Brooklyn, NY, ***** +1-929-***-**** ad5n3y@r.postjobfree.com Linkedin Github

EDUCATION

New York University, New York, NY May 2024

Master of Science, Computer Engineering (GPA: 3.71/4.0) University of Mumbai, Mumbai, India May 2022

Bachelor of Engineering, Computer Science and Engineering, (3.5/4.0) TECHNICAL SKILLS

Languages: TypeScript, Javascript, Python, R, C#, HTML / CSS, C++, SQL Frameworks: Angular 8+, ReactJS, Node JS, Express JS, MongoDB, Spring Boot, Django, Bootstrap, Material UI Tools: Pytorch, Tensorflow, NumPy, Pandas, Matplotlib,NPM, Git, Github, Kentico CMS, Postman, Azure, CI/CD, DevOps, Linux Certifications: Microsoft Certified Azure AI 900, Machine Learning Specialization EXPERIENCE

Data Science Intern, LOCOMeX, Inc.,Brooklyn, NY February 2024 - May 2024

● Designed & implemented a data cleaning pipeline to ensure data quality and readiness for machine learning, focusing on issuer details, maturity dates, coupons, face values, prices, yields, prospectuses, ESG reports, market performance metrics, global sustainability indexes, and credit score ratings.

● Applied traditional machine learning (Naive Bayes, Random Forest, XGBoost) and deep learning (FASTAI, BERT, GPT) models to predict bond prices, conducting variable importance analysis to quantify the effects of ESG reports on price valuation. Software Engineer Intern, Technical Consulting & Research, Inc., Weston, CT January 2024 - May 2024

● Developed and deployed secure web applications using React and Flask, integrating Auth0 for robust user authentication,authorization &management.

● Designed and implemented security pipelines for a commercial website, ensuring a secure payment portal that adhered to industry best practices and compliance standards.

● Utilized Heroku for deploying and scaling web applications efficiently, enhancing operational reliability and performance.

● Created high-performance mobile applications for iOS using Objective-C and Swift, focusing on optimizing code for superior user experiences.

● Engineered cross-platform mobile applications using React Native, responsible for developing components compatible with both Android and iOS for a commercial e-commerce platform, streamlining development processes and ensuring cohesive user interfaces across devices. Graduate Assistant - Data Analyst, NYU CS Department, New York, NY September 2023 - Present

● Redesigned and implemented a more efficient SQL database structure for NYU's inter-school systems, achieving a notable 20% improvement in data handling speed.

● Enhanced the marketing team's approach by developing customized PowerBI visualizations and reports, effectively showcasing student demographic data and trends at NYU.

● Undertook a range of administrative duties at NYU's Center of Cyber Security.

● Contributed to the organization and management of the global cybersecurity event, CSAW'22 at NYU, and was responsible for the development and upkeep of its website.

High-Performance Computing Researcher, NYU HPC VIP Team, New York, NY September 2023- December 2023

● Participated in SCC23, focusing on High-Performance Linpack (HPL) for benchmarking supercomputers and HPC clusters.

● Contributed to the Reproducibility Challenge, implementing Symmetric Block Cyclic (SBC) distribution for dense Cholesky factorization, enhancing computational efficiency and reducing inter-process communication.

● Utilized Chameleon library & StarPU runtime in team setting, demonstrated improved performance & scalability on PlaFRIM platform. Research Assistant, NYU AI4CE Lab, New York, NY February 2023 - September 2023

● Implemented Deep Closest Point (DCP) algorithm to focus on Point Cloud Registration.

● Optimized registration techniques in 3D data processing and analysis. Web Developer Intern, Areksoft Technologies Private Limited, Hyderabad December 2020-January 2021

● Designed and developed an intuitive dashboard using React, HTML, CSS, JavaScript, Bootstrap, and SASS.

● Created an Apple-inspired scrolling experience with 3D animations and dynamic infographics.

● Implemented a secure authentication system using React and Firebase to enhance user accessibility and security.

● Collaborated on visually engaging designs, resulting in a seamless and captivating user experience. Flutter Application Developer, SAKEC, Mumbai June 2020- February 2021

● Tested troubleshooting methods for Login and Sign-up mobile interfaces on Firebase Connectivity

● Integrated Jitsi API on Flutter and devised innovative solutions for Video Conferencing with Unique Meeting ID

● Responsible for Frontend designs using React Framework. PROJECTS

Enchancing Web Application Firewall (WAF) Models Using Transformer Fall 2023

● Developed an advanced Web Application Firewall model utilizing LLM (DistilBert) to enhance SQL injection attack detection. Focused on mutation-based threats, implemented fine-tuning of transformer models, and conducted extensive mutation testing.

● Demonstrated expertise in building scalable, secure solutions, aligning with engineering best practices essential for cloud infrastructure security. EfficientNet Multi-GPU Training Optimization & Profiling on NYU HPC Fall 2023

● Developed a PyTorch-based training system for EfficientNet on CIFAR-100, utilizing multi-GPU strategies with Data Parallel and Distributed Data Parallel on NYU's HPC. Managed complex HPC resources efficiently, demonstrating proficiency in handling distributed systems and clusters.

● Employed PyTorch profiling for performance optimization, ensuring effective resource utilization and meeting stringent engineering practices required for building scalable, secure solutions in cloud infrastructure environments. OmniShop E-Commerce Platform Spring 2023

● Developed 'OmniShop E-Commerce Platform using HTML, CSS, JavaScript, jQuery, with backend integration in C#, .NET, SQL on Azure, enhancing user experience and data management.

BrewBuddy - E-commerce Platform for Beverages (SpringBoot Framework, Hibernate, Angular.js, JWT, SQL) Spring 2023

● Utilized Angular, Spring Boot, Hibernate, and MySQL to develop a user-friendly and responsive website. Implemented features such as secure user authentication, advanced product search, and personalized recommendations.

● Integrated payment gateways for a seamless checkout process, created a robust order management system, ensured system reliability through comprehensive testing with Selenium, managed codebase using Git for effective version control. ACCOMPLISHMENTS

● Silver Medallist in Academics in Third Year of Bachelor of Engineering, Computer Science and Engineering

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