Jugal Soni
@jugalsoni
AI/ML developer building automated trading systems and AI analytics platforms with machine learning.
IndiaWhat I'm looking for
At Krin’s Innovations, I developed an automated crypto futures trading bot integrated with the CoinDCX API for live trade execution, portfolio tracking, and position management.
I constructed an ensemble machine-learning pipeline using Random Forest, Logistic Regression, XGBoost, and CatBoost, and engineered market features that improved the backtested win rate to 70–75%.
On my AI-Powered Analytics & AutoML Platform project, I built a workflow for cleaning data, training models, and generating visualizations from raw CSV datasets. Its natural-language interface processes 500,000+ records and generates dashboards, forecasts, and business insights.
I also developed an autonomous AI coding agent as a VS Code extension, with workflows for planning, code generation, execution, and debugging. My projects include a voice-controlled desktop assistant, an encrypted chat app, and a UPI payment gateway.
Experience
Work history, roles, and key accomplishments
Business Analytics & AI/ML Intern
Krin's Innovations
Jan 2026 - Jul 2026 (6 months)
Developed an automated crypto futures trading bot integrated with CoinDCX API for live trade execution, portfolio tracking, and position management. Constructed an ensemble ML pipeline combining Random Forest, Logistic Regression, XGBoost, and CatBoost models trained on 7 years of historical market data for predictive signal generation.
Education
Degrees, certifications, and relevant coursework
SRM University
B.Tech, Computer Science and Engineering
Grade: 7.56 CGPA
Pursuing a B.Tech in Computer Science and Engineering with a specialization in Data Science and AI, with an expected graduation in July 2027.
IBM Developer Skills Network
Introduction to Big Data, Hadoop and the Ecosystem, Big Data
Completed the Introduction to Big Data, Hadoop and the Ecosystem certification in May 2026.
IBM Developer Skills Network
Machine Learning with R (ML0151EN), Machine Learning
Completed the Machine Learning with R certification in May 2026.
IBM
Data Science Foundations – Level 1, Data Science
Completed the Data Science Foundations – Level 1 certification in July 2025.
IBM Developer Skills Network
Cloud Application Developer (CECAD1IN), Cloud Application Development
Completed the Cloud Application Developer certification in July 2025.
IBM Developer Skills Network
Data Science 101 (DS0101EN), Data Science
Completed the Data Science 101 certification in July 2025.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
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