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تم إلغاء حظر المستخدم بنجاح
Santhosh Kumar  Selvam, Principal Data Scientist

Santhosh Kumar Selvam

Principal Data Scientist·o9 Solutions Inc.

الهند

دكتوراة, Machine Learning

الخبرة العملية

مجموع سنوات الخبرة: 12 سنوات, 3 أشهر

Principal Data Scientist

نوفمبر 2022 - حتى الآن

o9 Solutions Inc.

بنغالورو، الهند

نوفمبر 2022 - حتى الآن

o Led AI/ML implementations and delivery of o9 AI-powered Enterprise Planning solutions for large Retail, Distribution, and Consumer Products clients, including Chow Sang Sang, Pandora, Mondelez, Starbucks, T-Mobile, Coty, and Lego using a 10-member team.
o Served as an advisor to C-Level executives, helping them leverage data assets for better decision-making.
o Liaised with R&D and Product Teams to develop core data science building blocks.
o Developed standardized project plans and sprint reviews to minimize production escalations.
o Designed custom AI/ML solutions for complex projects that required extending standard product functionalities.
o Led debugging and performance improvements in big data environments, optimizing large-scale AI solutions.
o Built Proof of Concept multi-agent AI systems that orchestrate multiple LLMs to optimize enterprise workflows.
o Developed AI-driven automated data quality checks and exploratory data analysis (EDA) using LLM-based multi-agent AI systems for detecting data quality issues.
o Created Agentic AI systems for improving product documentation, enabling automated summarization, knowledge extraction, and contextual enhancements from disparate data sources.

مجال الشركة:
تطوير البرمجيات

Data Science Manager

أكتوبر 2020 - أكتوبر 2022

Koninklijke Philips N.V.

تشيناي، الهند

أكتوبر 2020 - أكتوبر 2022

o Developed and deployed a Multivariate Multistep Global-to-Local Forecasting Engine using LightGBM and Optuna for Philips Personal Health in Europe (including Amazon accounts totaling €600mn revenue).
o Built a Forecast Ensembling Engine for combining forecasts from statistical models, tree-based algorithms (XGBoost, LightGBM, H2O.ai AutoML), and neural networks (TensorFlow).
o Designed a demand sensing solution for weekly demand signal generation in North America.
o Created Shapley-value-based explainability artifacts to improve forecast interpretability.
o Developed forecast classification based on confidence levels to improve adoption among planners.
o Led forecast automation and standardization, reducing turnaround time for forecast generation, validation, and KPI measurement using a team of Data Scientists for Philips Personal Health Supply Chain

مجال الشركة:
الإنتاج الصناعي

Data Scientist

مايو 2017 - سبتمبر 2020

Lennox International Inc.

تشيناي، الهند

مايو 2017 - سبتمبر 2020

o Designed Hierarchical Time Series models and Advanced Forecast Disaggregation methods to improve SKU-location level demand forecast accuracy.
o Created a Time Series Pattern Recognition and Clustering algorithm for Building Climate Control Simulation Studies using IoT thermostat data.
o Designed and built a Product Recommendation & Substitution Tool, identifying similar SKUs for inventory optimization and SKU rationalization.
o Created multi-year daily sales forecasts and promotions analysis for an e-commerce business.
o Built a tool for detecting anomalous financial transactions on corporate credit cards for financial auditing.
o Built an R Shiny application for Reliability & Warranty Analytics, replacing the industry-standard Weibull++ tool.

مجال الشركة:
الإنتاج الصناعي

Associate Engineer

يوليو 2013 - أغسطس 2016

Caterpillar Inc.

تشيناي، الهند

يوليو 2013 - أغسطس 2016

• Graduate of Caterpillar's intensive 18 months rotational Leadership & Technical Development Program
• Worked on Supply Chain and Manufacturing Data Analytics
• First to develop and deploy data driven process management in the BCP Paint Shop and Assembly Line

مجال الشركة:
الإنتاج الصناعي

التعليم

Indian Institute of Technology Madras

يوليو 2024

يوليو 2024

دكتوراة، Machine Learning

الهند

Indian Institute of Technology Madras

يوليو 2024

يوليو 2024

ماجستير، Operations Research

الهند

Madras Institute of Technology, Anna University

مايو 2013

مايو 2013

بكالوريوس، Automotive Engineering

الهند

Skills

ARTIFICIAL INTELLIGENCE
Expert
ARTIFICIAL INTELLIGENCE
Expert
DATA SCIENCE
Expert
DATA SCIENCE
Expert
INNOVATION
Expert
INNOVATION
Expert
BUSINESS STRATEGIES
Intermediate
BUSINESS STRATEGIES
Intermediate
COMPETITIVE INTELLIGENCE
Intermediate
COMPETITIVE INTELLIGENCE
Intermediate
DIGITAL TRANSFORMATION
Expert
DIGITAL TRANSFORMATION
Expert
FORECASTING
Expert
FORECASTING
Expert
MACHINE LEARNING
Expert
MACHINE LEARNING
Expert
PROCESS OPTIMIZATION
Intermediate
PROCESS OPTIMIZATION
Intermediate