SANDIP BISWAS
Jharkhand
Summary
I am a results-driven Senior Data Scientist and AI/ML Engineer with a robust background in manufacturing, supply chain predictive analytics and machine learning. I excel in deploying advanced ML solutions in dynamic environments, particularly within supply chain and enterprise applications. I am dedicated to mentoring teams and enhancing business value through innovative, data-driven strategies.
Overview
18
18
years of professional experience
1
1
Certification
Work History
Associate Consultant (Senior Data Scientist)
StratyLytics Consulting
Bhubaneswar, Odisha
04.2024 - Current
- Led the team in advanced supply chain analytics and demand forecasting projects, including the implementation of Heijunka for process optimization, and the end-to-end ML pipeline for customer back orders forecasting and inventory forecasting, taking into account demand forecast and supplier lead time variability.
- Strengthened the Master Data Management process by engaging with Business users and creating independent pipelines with thorough quality checks
- Built models to identify high value PO suggestions by Oracle Fusion and feed it back to the planners -
- Created Agentic AI use case for Consumer Loan Prospect selection - Developed and deployed agentic workflows and Retrieval Augmented Generation (RAG) systems for secure document interaction with over 6000 documents, handling multiple user and interaction language
- Designed and implemented price prediction models for a major CPG client, driving actionable business insights.
- Championed the adoption of advanced ML/AI techniques and mentored junior data scientists in best practices
Senior Manager – Operations
Tata Motors
Jamshedpur, Jharkhand
07.2007 - 03.2024
- Led and deployed multiple AI/ML projects with CI/CD pipelines focused on reliability, product quality, and process improvement in manufacturing.
- Built End to End system for Equipment health monitoring, Operator feedback collection and closure
- Built and deployed ML Models for predicting best process parameters to optimize output quality
- Designed and implemented optimization algorithms for production scheduling and tool preparation sequences.
- Power BI dashboard for Equipment health monitoring with alert mechanism
- Created an end-to-end safety incident reporting and closure system to improve near-miss reporting on the shop floor.
- Deployed a process parameter recommender system for the reduction of high camber sheet metal output, and drove the adoption of AI and ML in the factory with focused projects for part tracking and tracing, digital quality, and process monitoring.
- Drove the adoption of AI ML in the factory with focused projects for part track and trace, digital quality, and process monitoring
Education
Master of Technology - Artificial Intelligence And Machine Learning
Indian Institute of Technology, Madras
Madras, IndiaBachelor of Science -
Indian Institute of Technology, Madras
Madras, IndiaBachelor of Engineering -
Indian Institution of Industrial Engineering
Navi Mumbai, IndiaEngineering Diploma -
Ramakrishna Mission Shilpamandira
Belurmath, IndiaSkills
- ADF, Airflow, AWS, AWS Glue, AWS Redshift, Azure, Databricks, Deep Learning, Docker, ETL, GCP, GitHub, Google BigQuery, IoT, Java, JavaScript, Matplotlib, Microsoft Power BI, MLflow, MLOps, Numpy, Pandas, Predictive Analytics, pySpark, Python, PyTorch, Scikit-Learn, Seaborn, Six Sigma, Snowflake, SQL, Tableau, Time Series, Gmail, CICD, DevOps
Certification
- Tata Business Excellence Model Practitioner: GOLD — Practitioner in Tata Business Excellence Model
- SQL(Advanced) — HackerRank
- SQL(Intermediate) — HackerRank
- MLOps Essentials: Model Deployment and Monitoring — Linkedin Learning
- MLOps Essentials: Model Development and Integration — Linkedin Learning
- Everybody's Introduction to Snowflake — Linkedin Learning
- Tableau for Data Scientists — Linkedin Learning
- Advanced SQL for Data Scientists — Linkedin Learning
- Python Data Analysis — Course on data analysis using Python
- Six Sigma: Green Belt & Black Belt — Green Belt & Black Belt in Six Sigma
- TPM Facilitator — Facilitator training in TPM by the Confederation of Indian Industry
- Digital Mentor — Trainer in Industry 4.0 methodology
- Analytics for Daily Business — Course focused on analytics for daily business applications
- Q-Stat — Statistical process control training - Introduction to Internet of Things — NPTEL
Accomplishments
- Process Optimization Success Boosted team efficiency by 20% through manufacturing process optimizations.
- Quality Enhancement Achievement Improved product quality by 15% using AI-driven predictive models.
- Safety Initiative Impact Reduced safety incidents by 30% with new reporting system.
- Supply Chain Improved overall visibility but creating required data pipelines, running simulation models and preparing tableau dashboards
- Forecast Accuracy Improvement Increased forecast accuracy by 17% through advanced demand models.
- Agentic AI Solution at Production Built at a massive scale for thousands of documents and for 7 different languages
Timeline
Associate Consultant (Senior Data Scientist)
StratyLytics Consulting
04.2024 - Current
Senior Manager – Operations
Tata Motors
07.2007 - 03.2024
Master of Technology - Artificial Intelligence And Machine Learning
Indian Institute of Technology, Madras
Bachelor of Science -
Indian Institute of Technology, Madras
Bachelor of Engineering -
Indian Institution of Industrial Engineering
Engineering Diploma -
Ramakrishna Mission Shilpamandira
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