Norin Munshi
Ahmedabad
Summary
Experienced Lead Data Scientist with extensive expertise in machine learning, AI, and NLP, focusing on architecture definition and logical framework design. I specialize in building robust predictive models, architecting scalable AI applications, and implementing advanced NLP solutions to solve complex challenges. Expert in leveraging structured and unstructured data for actionable insights, adept at communicating with diverse stakeholders.
Overview
8
8
years of professional experience
1
1
Certification
Work History
Lead Data Scientist
Rysun
Ahmedabad
09.2024 - Current
- Developed and refined multi-level forecasting models, reconciling forecasts between various levels to ensure alignment with organizational goals
- Led data preprocessing, feature engineering, and model evaluation to achieve high accuracy in forecasts
- Leveraged time series techniques to drive strategic inventory and demand planning
- Optimized models for improved forecast accuracy, aligning predictive insights with resource and inventory management strategies
Lead Data Scientist
Rysun
Ahmedabad
04.2024 - Current
- Architected and developed predictive models to forecast product demand, ensuring stock level optimization and efficient inventory turnover
- Conducted comprehensive analysis on historical sales, seasonality, and external factors to minimize stockout and overstock risks
- Implemented machine learning models and integrated anomaly detection mechanisms to improve forecast reliability and operational efficiency
- Monitored and fine-tuned forecast accuracy, consistently enhancing models to drive data-driven inventory management and supplier performance insights
Lead Data Scientist
Rysun
Ahmedabad
01.2024 - Current
- Created a chatbot using LangChain SQL agent, handling product, login, non-login, sales, and inventory operations
- Integrated databases (MySQL, PostgreSQL, MSSQL) for seamless data access and management
- Developed a recommendation system utilizing Gemini AI, embeddings, and semantic search to enhance product recommendations
- Implemented AI-powered solutions for personalized product recommendations based on user queries and behavior
Senior Data Scientist
Rysun
Ahmedabad
10.2022 - Current
- Developed advanced credit scoring models for EPT and IPT applications
- Created the Spectrum Lite model to segment customer partners based on credit scores
- Implemented a comprehensive cash flow management system
- Integrated Chat GPT with solar catalog and import-export data for enhanced customer support
- Developed an AI bot equipped with Prism and revenue data for internal use
- Generated affinity and popularity scores from email databases and SendGrid data for digital marketing
- Client: Inxeption
Machine Learning Consultant
Amnex Infotechnologies
Ahmedabad
09.2016 - 12.2021
- Developed an automatic background removal system using state-of-the-art computer vision models
- Optimized the model to handle low-quality images and videos, improving output quality and efficiency
- Acted as a data strategist, identifying valuable datasets and integrating them to enhance product capabilities, collaborating closely with the team to drive the development and execution of data-centric product strategies
Machine Learning Consultant
Amnex Infotechnologies
Ahmedabad
09.2016 - 12.2021
- Designed an ensemble of object detection models specifically for crack detection, addressing class imbalance through targeted model optimization
- Selected key features, implemented feature scaling, and optimized classifiers to ensure accurate machine learning model performance
- Conducted model evaluation and tuning to improve ML/DL model efficiency, achieving high accuracy and reliability
- Gained extensive hands-on experience in deploying deep learning techniques for live projects, enhancing practical skills in model implementation and validation
- Utilized image augmentation to increase training data, improving model robustness and generalization
- Applied transfer learning techniques to boost model accuracy, accelerating model training and achieving high precision
- Developed and validated a deep learning image classification model, verifying accuracy on thousands of images
- Conducted ad-hoc analyses and presented findings clearly, enabling stakeholders to make informed decisions based on project insights
Education
M.Tech -
Embedded Systems
Skills
- Generative AI :OpenAI, Llama,Gemini, Langchain,RAG,Fine tunning
- Model Deployement: Fastapi, Flask
- Machine Learning: Supervised and unsupervised learning, deep learning, neural network
- Data Analysis: Pandas, NumPy, Matplotlib, Seaborn
- Python :Sklearn, pycaret, word2vec, Jupyter notebook, Opencv, Streamlit,tensorflow
Certification
- DeepLearning.ai
- Courseera
- IBM
Languages
Hindi
First Language
Timeline
Lead Data Scientist
Rysun
09.2024 - Current
Lead Data Scientist
Rysun
04.2024 - Current
Lead Data Scientist
Rysun
01.2024 - Current
Senior Data Scientist
Rysun
10.2022 - Current
Machine Learning Consultant
Amnex Infotechnologies
09.2016 - 12.2021
Machine Learning Consultant
Amnex Infotechnologies
09.2016 - 12.2021
M.Tech -
Embedded Systems
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