Sanmukh Karri
Data Scientist | Master of Science in Data Science
- Role
- Data Scientist at CLINICOM
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Sanmukh Karri
Hey, I\'m Sam! I\'m a Full-stack AI engineer (MS Data Science)| Building agentic…
Experience
Data Scientist
Feb 2024 — Present · US
Managed end-to-end data science projects, utilizing Python and R for data acquisition, cleaning, engineering, and scaling.Built and deployed machine learning pipelines for chatbot development, covering data preprocessing, feature extraction, model training, and real-time deployment, optimizing chatbot performance through continuous improvement.Designed and optimized data models and pipelines using Hadoop, Spark, and Hive within the Big Data Ecosystem.Integrated GenAI Foundation Models and Vector DB for efficient storage and retrieval, improving chatbot response accuracy using Retrieval-Augmented Generation (RAG) techniques.Data visualization expert, using tools like Tableau, Matplotlib, and R to create interactive dashboards and reports.Collaborated with cross-functional teams (data engineers, developers, and analysts) in Agile and SCRUM environments, effectively communicating findings to both technical and non-technical stakeholders.Developed ETL processes, optimizing SQL queries for efficient data extraction and transformation.Applied computer vision techniques using OpenCV and deep learning frameworks for image classification, object detection, and video processing in healthcare applications, achieving high accuracy using CNN architectures and transfer learning.Implemented computer vision pipelines for tasks such as image segmentation, facial recognition, and anomaly detection, ensuring smooth integration with clinic software.Conducted statistical modeling and predictive analysis using tools like clustering, logistic regression, decision trees, and neural networks.Extensive hands-on experience with the Software Development Life Cycle (SDLC) in Waterfall and Agile methodologies, contributing to all phases from requirement gathering to testing.Handled large datasets, both structured and unstructured, performing data cleaning, statistical modeling, and visualization to provide actionable insights.
Education
Jawaharlal Nehru Technological University
Bachelor of Technology - BTech, Computer Science Engineering
2015 — 2019
Govt. City College
Intermediate, Mathematics Physics and Chemistry
2012 — 2014
University of the Pacific
Master of Science - MS, Data Science
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