Skills
BACKEND DEVELOPMENT: Flask • Django • Celery • Redis • PostgreSQL • Kafka
FRONTEND DEVELOPMENT: React • Vue.js • Next.js • Tailwind • HTML • CSS
DATA SCIENCE: Machine Learning • Deep Learning • Data Visualization • Scikit-learn • TensorFlow • PyTorch • Pandas • NumPy • Matplotlib
BIG DATA: PySpark • Apache Spark • Hadoop
PROGRAMMING: Python • SQL • Java • MATLAB • JavaScript
MISCELLANEOUS: Azure • GCP • Docker • Git • GitHub • LangChain • Streamlit • LaTeX
SOFT SKILLS: Team Player • Bias for Action • Deliver Results • Critical Thinking & Problem-Solving • Adaptability
Work Experience
Data Scientist
Jun 2024 — Mar 2025Silver Brain AI AG (Remote — Zurich, Switzerland)
- Built an end-to-end pipeline for ingesting and storing tick-level data of global financial instruments from multiple exchanges spanning the last 20 years, utilizing PostgreSQL with TimescaleDB.
- Automated multi-source data collection using Flask/Django-based tools, with Celery to manage scheduled background tasks for data ingestion.
- Designed and maintained ETL workflows for cleaning, transforming, and feeding data into predictive models.
- Trained and evaluated classification and regression models, while exploring and testing various trading strategies for prediction accuracy.
- Gained hands-on experience with distributed data processing and deployment using Apache Spark, Hadoop, Kafka, and Azure Compute for large-scale data processing.
- Despite models not reaching production success due to unsatisfactory results, significantly improved expertise in financial data engineering and large-scale machine learning.
Assistant Professor
Jun 2015 — Apr 2023Shri Adarsh Science College (Radhanpur, Gujarat, India)
- Taught mathematics and programming courses to undergraduate students.
Education
Indian Institute of Technology, Madras
BS, Data Science and Applications
Sep 2024 — Sep 2025 (Expected)
Hemchandracharya North Gujarat University, Patan
MSc, Mathematics
Jun 2013 — Apr 2015
Certifications
Data Mining
NPTEL — Jan 2025
Cloud Computing
NPTEL — Jan 2024
Languages
Gujarati: Native proficiency
Hindi: Native proficiency
English: Limited working proficiency
Interests
Literature • Music • Self-Improvement • Traveling