Results-driven professional AI/ML Consultant - Data Scientist & Data Engineer with 15+ years of global experience (including the USA), and over 5 years specializing in AI/ML, NLP, LLMs, RAG, Prompt Engineering, Generative AI, MLOps, and Data Visualization. Proven expertise in architecting and delivering full-stack data and machine learning solutions that drive measurable business outcomes. Certified in Data Science & AI from IIT Madras, with a strong foundation in predictive modeling, deep learning, NLP, MLOps pipelines, and scalable data engineering (ETL). Adept at stakeholder engagement, cross-functional collaboration, and driving innovation through data. Renowned for solving complex problems and leveraging advanced analytics to support strategic decisions in fast-paced, evolving environments.…

Srinivasa Karur

Results-driven professional AI/ML Consultant - Data Scientist & Data Engineer with 15+ years of global experience (including the USA), and over 5 years specializing in AI/ML, NLP, LLMs, RAG, Prompt Engineering, Generative AI, MLOps, and Data Visualization. Proven expertise in architecting and delivering full-stack data and machine learning solutions that drive measurable business outcomes. Certified in Data Science & AI from IIT Madras, with a strong foundation in predictive modeling, deep learning, NLP, MLOps pipelines, and scalable data engineering (ETL). Adept at stakeholder engagement, cross-functional collaboration, and driving innovation through data. Renowned for solving complex problems and leveraging advanced analytics to support strategic decisions in fast-paced, evolving environments.…

Available to hire

Results-driven professional AI/ML Consultant - Data Scientist & Data
Engineer with 15+ years of global experience (including the USA), and over
5 years specializing in AI/ML, NLP, LLMs, RAG, Prompt Engineering,
Generative AI, MLOps, and Data Visualization. Proven expertise in
architecting and delivering full-stack data and machine learning solutions
that drive measurable business outcomes.
Certified in Data Science & AI from IIT Madras, with a strong foundation
in predictive modeling, deep learning, NLP, MLOps pipelines, and scalable
data engineering (ETL). Adept at stakeholder engagement, cross-functional
collaboration, and driving innovation through data. Renowned for solving
complex problems and leveraging advanced analytics to support strategic
decisions in fast-paced, evolving environments.

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Skills

Experience Level

Work Experience

AI/ML Consultant Analyst / Data Scientist / Data Engineer at MSYS Inc
March 1, 2024 - Present
End-to-end AI/ML solutions: developed a dynamic pricing model (Random Forest & Gradient Boosting), automated pricing pipeline with Flask REST API, built CI/CD on AWS, and implemented real-time monitoring via Power BI; conducted A/B tests and retrained models for continuous improvement.
Analyst / Architect / Sr. Developer at Baxter
December 1, 2023 - March 31, 2024
Forecasted monthly product sales using LSTM, SARIMA, and GBM; performed EDA and feature engineering; deployed forecasting API via Docker on AWS EC2 with monitoring for MAE and MAPE.
Analyst / AI/ML Developer at Caterpillar
August 1, 2023 - November 30, 2023
Built Generative AI solution with fine-tuned BERT to highlight key document sections; deployed a search interface using Flask and Docker Compose; reduced search time by over 60%.
Lead Analyst / AI Prompt Engineer at Amgen Inc
April 1, 2023 - August 31, 2023
Designed prompts for OpenAI LLMs for sentiment analysis, summarization, and multilingual responses; created a prompt library and evaluation pipeline (BLEU, ROUGE, Human Eval); deployed web interface and containerized solution on AWS.
Analyst / Data Engineer at Tek Analytics
December 1, 2022 - March 31, 2023
Built foundational data pipelines using Kafka, Spark, and Flume for B2B customer analytics; enabled real-time ingestion and transformed data for marketing dashboards.
Data Engineer / Data Scientist / Analyst at Tek Analytics
August 1, 2022 - November 30, 2022
Delivered high-quality data for targeted marketing campaigns; real-time campaign analytics using Airflow, Snowflake, Spark, Power BI; end-to-end pipelines from e-commerce and social data sources; 18% campaign efficiency.
Analyst / Data Scientist at Wintrust
February 1, 2022 - July 31, 2022
Customer segmentation for bank marketing strategies; improved targeting by 25% using AdaBoost, Decision Trees and related models; deployed ML models.
Analyst / Data Scientist / Machine Learning Engineer at Poshmark
July 1, 2021 - January 31, 2022
Built a hybrid collaborative filtering and popularity-based recommendation engine; boosted conversions by 20%, reduced RMSE by 15%, and increased user engagement by 25%.
Analyst / Data Scientist / Data Engineer / DevOps at Lear Corporation
September 1, 2020 - June 30, 2021
Time-series electricity price prediction with XGBoost and LSTM; created ETL pipelines; deployed via MLflow; visualized trends with Prometheus + Grafana.
Data Scientist / ML Engineer / Analyst / Sr Developer at IIT Madras (Training AI/ML)
July 1, 2019 - August 31, 2020
Created Flask-based ML application for healthcare cost prediction; deployed on Azure using Docker; built regression pipelines; integrated CI/CD and API services.
Datawarehouse Analyst / Architect / Data Engineer at McKesson
August 1, 2015 - June 30, 2019
Implemented BI forecasting using SAP BPC on BW7.40/HANA; led datawarehouse upgrades and cloud deployment; data modeling and governance.
Datawarehouse Lead Analyst / Architect / Data Engineer at AES Energy
August 1, 2014 - July 31, 2015
Led data warehouse design, ETL processes, architecture and integration for analytics and reporting.
Datawarehouse Lead Analyst / Architect / Data Engineer at Kraft Foods Inc. (IBM-US Project)
October 1, 2013 - July 31, 2014
Datawarehouse design and data governance; environment configuration (Dev/QA/Prod) and CI/CD tooling; QA/validation and UAT.
Datawarehouse Lead Analyst / Architect / Data Engineer at Mondelez International
February 1, 2012 - October 31, 2013
Data modeling, pipelines, BI analytics; drove data quality and reporting optimization.
Datawarehouse Lead Analyst / Architect / Sr. Developer at CMS Consumer Energy
October 1, 2011 - August 31, 2012
Analysis, data interpretation and visualization; power BI dashboards to drive metric performance.
Datawarehouse Lead Analyst / Architect / Sr. Developer at Kraft Foods / Cadbury Inc. (IBM-US Project)
November 1, 2009 - October 31, 2011
Datawarehouse leadership with CI/CD tooling, environment configuration, QA simulation and UAT; held responsibilities across end-to-end data delivery.

Education

Advanced Certification in Data Science & Artificial Intelligence at IIT Madras
August 1, 2020 - December 25, 2025
Master of Business Administration (MBA) at Shivaji University Kolhapur
January 1, 1995 - December 25, 2025
Post-Graduation Diploma in Computer Applications at BBIT India
January 1, 1993 - December 25, 2025
Bachelor of Pharmacy at Gulbarga University
January 1, 1992 - December 25, 2025

Qualifications

Advanced Certification in Data Science & Artificial Intelligence
August 1, 2020 - December 25, 2025
Power BI Certification
August 1, 2020 - December 25, 2025
Spark for Data Science Certification
August 1, 2020 - December 25, 2025
AI Quality Test and Debug ML Models
August 1, 2020 - December 25, 2025

Industry Experience

Software & Internet, Professional Services, Healthcare, Manufacturing, Financial Services, Education

Skills

Experience Level