SIDDHESH DAYANAND PATIL
Chicago
Overview
2
2
years of professional experience
Work History
AI/ML Intern
Innova Analytics Pvt. Ltd.
01.2024 - 07.2024
- Achieved over 85% fault detection accuracy using advanced machine learning models.
- Developed a comprehensive ML data pipeline for industrial signal preprocessing.
- Reduced pipeline execution time by 20% through optimized pandas operations.
- Integrated ML outputs into monitoring workflows to automate alert notifications.
- Collaborated with engineers to enhance alerting based on model predictions.
Intern
Gibam India Pvt. Ltd.
08.2023 - 12.2023
- Enhanced retail space designs by leveraging AutoCAD and SketchUp expertise.
- Achieved project milestones through effective collaboration with cross-functional teams.
- Streamlined daily operations, ensuring adherence to safety protocols and efficiency.
- Boosted departmental productivity by collaborating to refine workflows and processes.
Applied ML & AI Coursework Projects
DePaul University
01.2025 - 12.2025
- Implemented core ML algorithms (kNN, SVM, logistic regression, decision trees, random forests) using Python & scikit-learn for classification and regression tasks.
- Built deep learning models in PyTorch/TensorFlow for image classification, sequence modeling, and transfer learning in Applied Deep Learning.
- Developed personalized recommendation pipelines using collaborative filtering, matrix factorization, and neural recommenders in the Recommender Systems course.
- Conducted statistical modeling, hypothesis testing, confidence interval estimation, and feature significance analysis in Statistics & Data Analysis.
- Applied search algorithms, optimization techniques, and inference methods in Artificial Intelligence I and Applied Algorithms.
Education
Master of Science - Artificial Intelligence
DePaul University
Chicago, IL12-2026
Bachelor of Engineering - Mechatronics
University of Mumbai
India01.2024
Skills
Languages: Python, Java, C, SQL, MATLAB
ML & AI: scikit-learn, NumPy, pandas, TensorFlow, PyTorch, OpenCV
Data & Tools: Streamlit, Git, Jupyter, MATLAB/Simulink
Domains: Machine Learning, Predictive Analytics, Time-Series Modeling, Recommender Systems, Deep Learning
Other: SolidWorks, AutoCAD (Additional Experience)
Certifications: IBM Data Analyst (Coursera)
Accomplishments
- Member, IEEE Robotics and Automation Society.
- Organized AI workshops during technical festivals.
Timeline
Applied ML & AI Coursework Projects
DePaul University
01.2025 - 12.2025
AI/ML Intern
Innova Analytics Pvt. Ltd.
01.2024 - 07.2024
Intern
Gibam India Pvt. Ltd.
08.2023 - 12.2023
Master of Science - Artificial Intelligence
DePaul University
Bachelor of Engineering - Mechatronics
University of Mumbai