Naren Kumar
Experienced Data Scientist | Machine Learning Expertise | Proven Track Record of Delivering Impactful Solutions | Certified in Data Bricks and Microsoft Data Science.
- Role
- Data Scientist Demand Forecasting at LTIMindtree
- Location
- Hyderabad, IN
- LinkedIn followers
- 500 followers
About Naren Kumar
As a passionate and highly skilled Data Scientist with over 11 years of experience, I…
Experience
Data Scientist Demand Forecasting
Nov 2020 — Present · Hyderabad, IN
Team Leadership: Led a team of three to develop a comprehensive forecasting model pipeline.Machine Learning: Utilized Linear Regression, Decision Trees, XGBoost, neural networks, and ALS modeling techniques.Data Engineering: Built efficient data pipelines in PySpark and developed end-to-end pipelines in Azure Databricks.Model Development: Created recommendation engines, demand forecasting models, and prediction models for out-of-stock sales.Performance Improvement: Achieved a 5-6% performance increase through hyperparameter tuning of neural network models.Data Quality: Analyzed data quality issues and implemented solutions to ensure high-quality data for accurate modeling.Strategic Thinking: Applied business rules and strategic insights to enhance model performance and operational efficiency.
Skills
- Pdm
- Research and Development (R&D)
- Sheet Metal
- Product Development
- Product Lifecycle Management
- Management
- Computer-Aided Design (Cad)
- Engineering
- Operations Management
- Cost Reduction
- Automotive
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.