Avdhoot.

Hello 👋

I'm Avdhoot Patil - curious

Data Scientist and Software Engineer

based in Stony Brook, NY.

About.

Hi there! I'm Avdhoot Patil, a Data Scientist and Software Engineer. Dive into my projects, skills, and experiences to learn more about my journey. I'm currently pursuing my Master's in Data Science at Stony Brook University. I'm also working with the Research Foundation for SUNY as a Research Assistant for Stony Brook Medicine's Long COVID project.

Featured Work.

Scalable phishing detection system with Deep learning

Scalable Big Data System

REIA - Renewable Energy Integration Assistant

RAG based LLM Chatbot

LLM Safety Plugin for Chatbot Applications

LLM anti-jailbreak plugin

Malware Detection Using CNN

Neural Networks + ML

Forecasting Hourly Charging Demand for EVs

Demand Forecasting

Optiver - Trading at the Close

Predict US stocks closing movements

📈Leveling Up: Knowledge and Experience

State University of New York at Stony Brook

Stony Brook, NY, USA

Senior Research Assistant @ SUNY Research Foundation

Part Time · May 2024 - Present

Developed scalable data pipelines in PySpark to process over 6 million COVID patient records, reducing processing time by 40% for the Long COVID project. Collaborated with cross-functional teams to define requirements for data analysis and statistical computations, driving insights into healthcare trends. Contributed to two high-impact research queries by leveraging distributed computing environments and advanced statistical techniques.

Skills: Python, SQL, PySpark, Palantir, N3C

Masters of Science in Data Science

Full Time · Aug 2023 - Present

Relevant coursework: Statistical Learning, Statistical computing, Intro to Probability, Big data analysis, Big Data systems, Smart Energy, Data Analysis (R), Data Management

Skills: Python, SQL, PySpark, R, React, Hadoop, Parallel computing and processing

NeoSOFT Tech

Mumbai, Maharashtra, India

Senior Software Engineer

Full-time · May 2022 - Jun 2023

Develop and deliver employee training programs on GCP, IT infrastructure, DevOps, and related technologies. Provide ongoing support and mentorship to help employees develop their skills. Implement machine learning solutions using MLOps best practices. Develop workflows for model training, testing, and deployment, and use tools like TensorFlow or PyTorch.

Skills: Data Science, MLOps, Mentorship, NLP

Software Engineer

Full-time · Nov 2021 - May 2022

Design and implement cloud solutions using GCP services like Compute Engine, Cloud Storage, and BigQuery. Develop strategies for cost optimization and security.

Skills: CI/CD, Google Cloud Platform, Scalability, Kubernetes, Cloud Native Applications

Trainee Software Engineer

Full-time · June 2021 - Nov 2021

Designed distributed systems to handle large data volumes and ensure reliability.

Skills: CI/CD, Linux, Scalability

Tech Mahindra

Mumbai, Maharashtra, India

Software Engineer Intern

Internship · Aug 2022 - Jun 2023

Played a key role in software development project, encompassing the design and implementation of backend system utilizing Java, SQL, PL/SQL, Hibernate, MVC, Spring Boot, and Microservices. Additionally, spearheaded the creation of a comprehensive database for a banking application through meticulous PL/SQL scripting.

Skills: Java, Microservices, PL/SQL, Spring Boot