CV
Vedant Borkute
Summary
Data Scientist and Full-Stack Software Engineer with expertise in time-series forecasting, machine learning, and building scalable systems. Currently pursuing MS Computer Science at UC Riverside.
Education
- Computer Science2027-03University of California, Riverside
- Computer Science2023-04Indian Institute of Technology, Bombay
Work Experience
- Data Scientist2023-08 - 2025-08Finarb.ai
- Implemented and benchmarked statistical forecasting models (SARIMA, VAR, Facebook Prophet) and deep learning approaches (LSTMs, Temporal Convolutional Networks) for pharmaceutical supply chain nodes, achieving 90% reduction in Mean Absolute Percentage Error over baseline methods
- Performed comprehensive time-series diagnostics using autocorrelation plots, stationarity tests, and residual analysis; engineered lagged and augmented data using exogenous features to enhance model predictive power
- Developed end-to-end forecasting pipeline with data preprocessing, feature engineering, model selection, and Docker-based containerization for reproducible deployment
- Built AI Agents for feature engineering via RAG, cross-database natural language queries with SQL/Python code generation, and automated business dashboard creation with KPIs
- Performed data preparation and analysis for business usecases using optimized SQL scripts; developed comprehensive Power BI dashboards for analytics and leadership insights
Skills
Programming Languages
- Python
- C++
- JavaScript
- R
- SQL
- Bash
- Prolog
- AWK
- Sed
- Lex
- Yacc
- LATEX
- Neo4J CQL
- MIPS
Data Science & ML
- Pandas
- NumPy
- SciPy
- PyTorch
- TensorFlow
- MATLAB
- Scikit-learn
Data Engineering & Analytics
- SQL
- PostgreSQL
- MongoDB
- Power BI
- Time-series forecasting
- SARIMA
- VAR
- Prophet
- LSTM
- Temporal Convolutional Networks
Web Development
- React
- Django
- Node.js
- REST APIs
- Bootstrap
Tools & Platforms
- Docker
- Git
- Azure DevOps
- Jira
- Confluence
- DataGrip
- RStudio
- Cursor
- Excel
- PowerPoint
- Word
- Slack
Publications
- Paper Title Number 12009
- Paper Title Number 22010
- Paper Title Number 32015
- Paper Title Number 42024
Presentations
- Online Competing and Development Environment2020IIT Bombay, Advisor: Prof. Amitabha SanyalMumbai, Maharashtra, IndiaBuilt and deployed a browser-based virtual Linux environment for cross-platform code compilation with Django backend and Bootstrap frontend. Added support for multiple languages (C++, Java, Python) and implemented timed online competitions with automated grading.
- Restaurant Management System2023IIT Bombay, Advisor: Prof. S. SudarshanMumbai, Maharashtra, IndiaDeveloped a full-stack React–Node.js web app with REST APIs to manage reservations, menu, orders, and billing. Created role-based dashboards and analytics tools for real-time restaurant operations and business insights.
- Movie Recommendation System2022IIT Bombay, Advisor: Prof. Abir DeMumbai, Maharashtra, IndiaBuilt a hybrid recommender using collaborative and content-based filtering with deep autoencoders (PyTorch). Engineered user–movie features to improve RMSE through multi-layer neural network tuning.