Summary
Overview
Work History
Education
Skills
Timeline
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Kannan Kumar

Kannan Kumar

Manager - Data Science , Analytics & AI
Chennai

Summary

I am a seasoned technical and innovation leader with over 12 years in Data Science, Analytics, and Machine Learning. I lead a dynamic team of analysts, AI engineers, and scientists, excelling in both structured and unstructured data handling, at-scale data processing, and model operationalization. My expertise spans predictive modeling, feature engineering, sentiment analysis, NLP, and cutting-edge AI technologies, including Generative AI and Large Language Models (LLMs). I have a proven track record in building SOTA models like BERT and RESNET and developing LLM-based chatbots and models using frameworks like PyTorch, MXNET, and Gluon. My strong foundation in predictive data modeling and data mining empowers me to derive actionable insights from complex datasets. I am pursuing a Doctorate in AI and Business Analytics at Hindustan Institute of Science & Technology, focusing on Generative AI and advanced ML techniques. Proficient in Business Intelligence tools like Power BI, Tableau, and technologies such as Snowflake, Hadoop, Hive, and Apache Spark, I deliver low-cost, high-impact business solutions. My technical repertoire is complemented by expertise in software engineering principles, parallel computing, and cloud platforms like Azure and AWS, ensuring delivery excellence across projects.

Overview

11
11
years of professional experience

Work History

Data Science Manager

Purchasing Power LLC
08.2023 - Current

As the Head of Data Science at Purchasing Power LLC, I have been instrumental in spearheading a range of innovative projects and initiatives that drive growth, enhance operational efficiency, and improve customer experience. My role encompasses leading efforts in both Generative AI and traditional Data Science and Analytics.


  • I am a Strong proponent of effective cross-team communication, often using diagramming to demystify and develop a shared understanding of complex business processes and AI architectures.
  • Spearhead and oversee a high-performance team of data science, analytics and Gen AI/LLM initiatives to drive strategic decision-making and innovation across the organization
  • Lead a team of data scientists, analysts, and AI engineers to develop and implement cutting-edge solutions.
  • Extensive experience in researching and developing innovative cloud-native AI-infused software and solutions for Gen AI, Large Language Models, Deep-Reinforced Agent, Computer-Vision, and Deep-NLP.
  • Collaborate with cross-functional teams, including product development, finance, and IT to align data strategies with business objectives.
  • Customer Engagement Enhancement, Personalize product recommendations through AI, Proactive Fraud Detection System, AI Content Generation, Customer Segmentation Analysis, Dynamic Product Bundling, Business metric Chatbots etc.
  • Recognized for driving innovation through AI and data science, contributing to the company's growth and competitive edge.

Manager - Product Analytics Engineer

Caterpillar
12.2022 - 07.2023
  • Innovation Leader for 10 product Categories heading the Engineering Intelligence and Engine analytics section with a span of 68 employees across various skillsets viz. Machine learning, Deep learning, Visualization, Custom Analytics, and end to end process stabilization and automation improvement.
  • Acted as a Principal Data Scientist in Tailoring custom Machine learning algorithms and creating pipelines for the end consumers.
  • Developed & integrated 3 programs by strategizing and analyzing trends.

Manager - Product Analytics Engineer

Caterpillar
05.2022 - 08.2022
  • Developed and Scaled aftermarket analytics models which focus on providing services to customers by means of financial score cards regarding Machine Utilization.
  • Developed and deployed more than 15 Classic ML DL Models which encompasses Machine performance, Utility, Voice of Customer Models, Financial models, NLP, etc.
  • Handled large, scaled datasets to create data pipelines in line to caterpillar machine Utilization mechanism.

Manager - Business Research Analyst

Amazon.com
05.2014 - 04.2022
  • Category leader for ML products related to Private Brands, Subscribe and Save, Vendor Financial trends, Voice of Customer, Social media forecasting and concessions.
  • Worked on all Miscellaneous projects involving complex ML and DL algorithms, Time series forecasting, NLP & AI
  • Engineered the Recommendation engine for subscribe and save program using tailor made ML algorithms and ingested into the Amazon Detail page framework for which I was awarded the best Innovation person (VP Award)

Education

Ph.D. - Artificial Intelligence

Hindustan Institute of Technology & Science
Chennai, India
04.2001 -

MBA -

Madras University
Chennai, India
04.2001 -

Master of Technology - Computer Science & Engineering

PRIST University
Chennai, India
04.2001 -

Bachelor of Engineering - Computer Science & Engineering

Anna University
Chennai, India
04.2001 -

Skills

Innovation & Technology Leadership

Timeline

Data Science Manager

Purchasing Power LLC
08.2023 - Current

Manager - Product Analytics Engineer

Caterpillar
12.2022 - 07.2023

Manager - Product Analytics Engineer

Caterpillar
05.2022 - 08.2022

Manager - Business Research Analyst

Amazon.com
05.2014 - 04.2022

Ph.D. - Artificial Intelligence

Hindustan Institute of Technology & Science
04.2001 -

MBA -

Madras University
04.2001 -

Master of Technology - Computer Science & Engineering

PRIST University
04.2001 -

Bachelor of Engineering - Computer Science & Engineering

Anna University
04.2001 -
Kannan KumarManager - Data Science , Analytics & AI