Karthik K C
@karthikkc
Experienced data scientist specializing in machine learning and analytics.
What I'm looking for
I am a seasoned data scientist with over 11 years of experience, including a decade focused on data science and analytics. Currently, I work at Hexaware Technologies, where I have successfully built a Semantic Product Bridging solution for a leading US Clinical Trials Management company, significantly improving accuracy from 35% to 75%. My work has led to potential savings of $1 million through the application of machine learning algorithms across various industries, including healthcare and finance.
Throughout my career, I have developed innovative solutions such as a generative AI-based data extraction tool that streamlines the processing of complex insurance documents, reducing summarization time from hours to minutes. I have also implemented predictive models that enhance customer targeting and operational efficiency for major clients in the hospitality and healthcare sectors. My expertise in machine learning, natural language processing, and data visualization has consistently driven process improvements and cost savings for my employers.
Experience
Work history, roles, and key accomplishments
Data Scientist
Hexaware Technologies
Sep 2022 - Present (2 years 10 months)
Built a Semantic Product Bridging solution for a leading US Clinical Trials Management company, improving accuracy from 35% to 75% and leading to potential savings of 1 Million USD. Developed a Generative AI based solution for a US based Auto Insurer, summarizing medical records and treatments with almost 90% accuracy, reducing summarization time from 3-6 hours to under 5 minutes per claim.
Assistant Manager - Data Science
Latent View
Sep 2021 - Present (3 years 10 months)
Developed a solution architecture for deploying Machine Learning Models in SageMaker for a Hospitality Giant, serving 100 Million Customers. Built and deployed a Recommender System suggesting top destinations for 50 million customers, identifying cross-sell opportunities.
Sr. Associate, Data Science
The Math Company
Feb 2021 - Present (4 years 5 months)
Enhanced an existing inventory model for over a million Store-SKUs for a US based CPG player. Performed complex data pulls using Snowflake queries involving hundreds of millions of transactions for ad-hoc requests from the Operations Planning Team.
Data Scientist
Ideas2IT Technologies
Nov 2019 - Present (5 years 8 months)
Built a predictive model to identify patients at risk of hospitalization for a US Healthcare Client, providing recommendations for personalized healthcare. Developed an ML Model to identify early onset of sepsis for patients in an ICU for a Healthcare client.
Business Data Analyst
Lennox India Technology Center
Apr 2018 - Present (7 years 3 months)
Led analytics initiatives for the IT Service Operations Team, building Operational Dashboards using QlikSense for data-driven decisions and process efficiency improvements. Developed a Text Mining solution for the Tech Support Team to uncover insights from dealer calls, improving customer service and identifying product quality opportunities.
Data Scientist
Hexaware Technologies
Sep 2015 - Present (9 years 10 months)
Built an ML Model to classify Cause of Loss Codes from Marine related claims for a UK based Reinsurer and extracted vessel names from Claim Notes to identify high value claims. Developed an NLP Solution for Automated Case Resolution, extracting entities from unstructured data (e-mails) to improve resolution time for L1 Incidents.
Design Engineer
Wipro Technologies
Oct 2012 - Present (12 years 9 months)
Supported R&D activities for a leading Electronic Appliances client by building 3D Models and 2-D Drafting, creating variants of parts for a Refrigerator Model. Supported Data Migration activities for an Oil & Gas client by performing Data Validation and maintaining data integrity.
Education
Degrees, certifications, and relevant coursework
Great Lakes Institute of Management
Master of Science, Data Science
Completed a Master of Science degree, focusing on advanced concepts and applications in the field. Gained expertise in data analysis, machine learning, and statistical modeling.
SRM University
Bachelor of Technology, Electronics and Communication Engineering
Earned a Bachelor of Technology degree, specializing in Electronics and Communication Engineering. Developed a strong foundation in engineering principles and problem-solving.
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Location
Authorized to work in
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