Shriya Ise

Data Science Student | AI/ML Developer

📧 [email protected] | LinkedIn | GitHub

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Overview

B.Tech Electronics & Computer Science student at Mumbai University (CGPA: 9.58). Currently working as Senior Developer at Dream Skrin, building AI solutions for real estate analytics and fashion tech.

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Key Projects

Indian Sign Language Translation System

Two-way communication system using computer vision and NLP
Tech Stack: Python, OpenCV, CNN, LSTM

Customer Churn Prediction

ML model achieving 84% AUC on 7K+ customer dataset
Tech Stack: scikit-learn, Random Forest, Feature Engineering

Fashion AI Multi-Agent System

E-commerce recommendation engine with 8 specialized agents
Tech Stack: Python, Collaborative Filtering, Semantic Search

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Technical Stack

Core: Python, C++, Java, SQL
ML/AI: **PyTorch, TensorFlow, scikit-learn, OpenCV, Langraph, Lnagchain, MCP, Pandas, NumPy, Hugging Face, Phidata, **
Data: MySQL, PostGreSQL, Django

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Current Focus

• Predictive analytics and LLM-based models at Dream Skrin
• **Building Real world Projects int he E-commerce(Business) Domain
• Kaggle competitions and algorithm challenges