Jan 2025 – Present · 1 yr 5 mos · Chicago, Illinois, United States

• 🧭 Building Roadmaps!

Nov 2024 – Mar 2025 · 4 mos · San Francisco, California, United States

• ✦ Enhanced a text-to-text (T2T) & voice-to-voice (V2V) AI agents, boosting efficiency by 22% through granular transcript analysis & cutting inference latency by 33%;
• improved accuracy by 12% using GPT-4, AWS Lambda, Twilio Voice API, & FastAPI while debugging Python scripts for system reliability.
• ✦ Worked on GraphRAG-powered chatbot that constructs a dynamic scalable knowledge graph from client FAQs, enabling real-time query resolution & automated
• scheduling; accelerated response times by 40% with GPT-4, LangChain, AWS, Milvus, Neo4j, and FastAPI, ensuring seamless data retrieval.
• ✦ Engineered a containerized chatbot system with React, Node.js, Docker, & Kubernetes, optimizing scalability, high availability, & real-time interactions, ensuring low-
• latency deployments on AWS ECS & Lambda with secure API integrations.

Aug 2024 – May 2025 · 9 mos · Tallahassee, Florida, United States · On-site

• ✦ Developing a feature for NcDashboard that enables users to interact with NetCDF datasets via natural language queries, using Python, xarray, and numpy for processing and analysis.
• ✦ Incorporating a Large Language Model (LLM) through LangChain to generate Python code dynamically based on user queries, facilitating complex data computations and analyses.
• ✦ Enhancing NcDashboard’s functionality by automating code generation, making advanced data analysis more accessible to users with diverse technical backgrounds.

Jun 2024 – Jul 2024 · 1 mo · Tallahassee, Florida, United States

• ✦ Boosted task completion rates by 15%, increasing average tasks completed per user from 20 to 23 daily, by engineering a task management app with enhanced UI/UX and seamless cloud integration.
• ✦ Enhanced security with AWS Cognito, achieving a 100% secure sign-in rate and reducing unauthorized access attempts by 32%.
• ✦ Saved employees 1 to 1.5 hours per day by deploying the app on AWS Amplify, providing 200+ active users with high availability, remote access, and streamlined task management.

Jan 2023 – Jun 2023 · 5 mos · Mumbai, Maharashtra, India · Remote

• ✦ Spearheaded the application of gradient boosting and SVM for advanced credit risk modeling on the Bondora platform. Conducted extensive EDA and data preprocessing using Python, handling a colossal 1 TB of data, and showcasing technical prowess.
• ✦ Led a team to optimize Spotify skip prediction, achieving a record 87.65% accuracy with a decision tree classifier. Conducted thorough code reviews and successfully deployed the model using the render platform. This aligns seamlessly with industry goals, showcasing a proven ability to enhance user experience through advanced predictive modeling.
• ✦ Pioneered cutting-edge Exploratory Data Analysis (EDA), precise data preprocessing, and meticulous data cleaning. Orchestrated the project using Jupyter Notebook, Python, Numpy, Pandas, Matplotlib, Sklearn, and an innovative suite of technologies.

Feb 2022 – Mar 2022 · 1 mo · Indore, Madhya Pradesh, India · Remote

• ✦ Engineered a groundbreaking H1-B visa approval prediction model, leveraging advanced techniques like logistic regression and naive Bayes algorithms, showcasing expertise in data science tools including Python, Jupyter Notebook, and Sklearn.
• ✦ Streamlined data collection, cleaning, and analysis processes, employing advanced feature engineering to pinpoint crucial model features. Resulted in a significant 5% increase in F1-Score, showcasing a tangible impact on decision-making accuracy.
• ✦ Translates passion for data science into actionable insights, reflecting a commitment to data-driven decisions—a crucial aspect in enhancing algorithms and optimizing services for global users.

Mar 2022 – Jun 2022 · 3 mos · Surat, Gujarat, India · Remote

• ✦ Developed exceptional tutorials for JEE Main, JEE Advanced, and MHT-CET competitive exams, specializing in complex topics including Linear Algebra, Calculus, Probability and statistics, Gradient Descent, and Graph theory.
• ✦ Achieved a remarkable 10% enhancement in results, particularly benefiting students facing behavioral challenges. Focused on fostering success through engaging teaching methodologies. Team collaboration, internet scale problems, data products
• ✦ Demonstrated flexibility, creative problem-solving, and effective communication—key attributes crucial for contributing to an innovative and collaborative environment. The commitment to improvement aligns with a culture of constant learning and excellence.

Jul 2020 – Sep 2024 · 4 yrs 2 mos