Open to opportunities

Siddharth Vora

@siddharthvora

Message

Data scientist and Python developer specializing in ML-driven financial data pipelines and fraud detection.

India

Message

What I'm looking for

I am seeking roles where I can build production ML pipelines and analytics for financial or product teams, in collaborative, data-driven environments that support growth.

I am a data scientist and Python developer with hands-on experience building scalable data pipelines, web scrapers, and machine-learning solutions for financial and product analytics. I developed and deployed a fraud detection model with 92% accuracy and built ETL and real-time ingestion systems using Python, Pandas, and yFinance.

I have executed end-to-end ML projects—ranging from sentiment analysis (93% binary accuracy) to Amazon review rating prediction—using Scikit-learn and NLP techniques, and I contribute actively to the Kaggle community as a 3x Research Expert. I am completing a BCA and pursuing an MS in Financial Engineering to deepen my quantitative and financial modeling skills.

I bring a pragmatic, results-oriented approach to data quality, model performance, and production-ready pipelines, and I enjoy translating complex datasets into actionable business insights that improve risk assessment and product decisions.

Experience

Work history, roles, and key accomplishments

Data Science Intern

CodSoft

Jun 2025 - Jul 2025 (1 month)

Developed and optimized ML models (Logistic Regression, Decision Trees, Random Forest) for review rating prediction and led sentiment analysis achieving 93% accuracy in binary classification.

scikit learn NLP Logistic Regression Random Forest Optimization Python Pandas Sentiment Analysis)Sentiment Analysis

Python Developer

Genisys Innovations Pvt. Ltd.

Sep 2024 - Jun 2025 (9 months)

Built modular web scrapers and ETL solutions and designed real-time data ingestion pipelines using Python and Pandas to enable real-time analytics for financial intelligence.

Python ETL Web Scraping Pandas YFinance API Data Ingestion SQL Yfinance API

Python Intern

Genisys Innovations Pvt. Ltd.

Mar 2024 - Aug 2024 (5 months)

Developed data cleaning and preprocessing pipelines and built a Scikit-learn fraud detection model achieving 92% accuracy; implemented web scraping into MySQL to enable cross-departmental analytics.

Python scikit learn BeautifulSoup MySQL Data Cleaning Pandas ETL Model Evaluation

Education

Degrees, certifications, and relevant coursework

WorldQuant University

Master of Science, Financial Engineering

Activities and societies: Kaggle participation and research notebooks; applied ML projects and quantitative finance exercises.

Pursuing a Master of Science in Financial Engineering with coursework and projects in quantitative finance and applied machine learning; expected completion July 2027.

Veer Narmad South Gujarat University

Bachelor of Computer Application, Computer Applications

2021 - 2024

Activities and societies: Flutter 101; MNC Employability Enhancement Skills; Campus to Corporate Training Course; hands-on use of pandas, NumPy, and Matplotlib.

Completed a Bachelor of Computer Application program focusing on foundational computing, software development, and data-related coursework from Sep 2021 to Mar 2024.