Karthik Subramanian Email & Phone Number

Saint Paul, MN, US

St Paul, MN, US

Generative AI - Product and Technical leadership1. Lead and strategize creation of 3M’s R&D Generative AI capabilities.2. Creating an Enterprise R&D assistant platform powered by GenAI/LLM.3. Create technical roadmap, backlog, product strategy for GenAI platform.4. Building enterprise solutions for data ingestion, data parsing, data management etc.5..

St Paul, MN, US

Causal Learning – RL Operationalization1. Engineering lead for operationalizing 3M’s in-house causal learning framework.2. Strategized and developed AWS architecture to functionalize causal learning code.3. Responsible for architecting a low-latency and high availability system available across geographies.4. Led a team of 10 engineers on both the research.

St Paul, MN, US

3M – MLOps strategy1. Developed 3M’s first MLOps strategy/framework to operationalize AI/ML assets developed by 3M R&D2. Developed a MLOps solution that reduced time to model deployment from days to minutes.3. Built a PaaS solution (ML Workbench) in collaboration with AWS to facilitate model deployment.4. My architecture was approved by principal ML SA

Chicago, IL, US

I worked with Prof. Will Howell and Mr. Marc Farinella for the Center of Effective Government to study anti-democratic themes in political campaigns. We study public campaign announcements/communications made by election candidates during the 2018 mid-term elections.PART A - Developed a comprehensive Political campaigns listening platform to gather data.

Chicago, Illinois, US

Teaching Assistant for the Data Analytics for Business Professionals (DABP) course. I taught the following courses:1. Advanced Analytics and Machine Learning2. Data Visualization and Storytelling3. Data Understanding and Preparation4. Building and Managing Analytics-Driven OrganizationsAs a Teaching Assistant, I conducted weekly review sessions, graded.

Chicago, Illinois, US

• I worked in the Professional Development Strategy department at UChicago Graham School.
• Analyzed student surveys using data science and statistical learning techniques.
• Analyzed which programs and courses worked well for students and what factors contributed to a student's impression of a faculty and a course and suggested changes to the program.
• Performed Market research on potential new professional courses to be considered for launch by the school

Chicago, IL, US

• Identify potential donors for the school based on shared ethics and values. This effort identified the most desirable donors to reach out.
• Implement a depth first search algorithm to recursively scrape donor data from their websites
• Built a topic detection, entity tagging and similarity analysis model to classify different types of donor and identify the most similar donor to the school.
• Created an automated natural language pipeline to perform text scraping, text ingestion, text cleaning, text processing, and text reporting activities.

Teaneck, New Jersey, US

• Reduced manual monitoring efforts of electric insulators for a US energy utilities company by building a image classification /computer vision models.
• Developed an anomaly detection model identify broken electric poles and vegetations for US leading energy utilities company to evaluate destruction from a natural disaster
• Built an image recognition facial respiratory mask detection model for US life sciences major.

Teaneck, New Jersey, US

• 1. Part of the Big Data CoE building BRAVO, Cognizant's proprietary big data and data science value optimization platform2. Architected the data science feature in BRAVO(Big data value management platform)3. Involved.
• Pre-Sales and customer implementation across domains such as Energy Utilities, Insurance, Automobile, Manufacturing
• Built a german sentiment analysis service for german telecommunication major
• Performed N-Gram analysis on the source data and leveraged SentiWS to create a novel approach to classify text into positive, negative and neutral sentiments

Master Of Science - Ms, Applied Data Science

Bachelor Of Engineering (B.E.), Electrical And Electronics Engineering

Education record