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Jul 2022 - Jul 2023
AI Engineer
Deloitte Consulting
Hyderabad, India
Created data automation product using Python, Apache Airflow to improve speed of updating and up-keeping stakeholder data for over 25 Agencies. Developed a fast and versatile ML model with TensorFlow that swiftly identified contradictions across various contexts, processing 1,000 documents in under an hour. Leveraged scikit-learn algorithms to predict risk factors with an 87% precision, aiding financial clients in reducing potential losses by up to 10% annually Automated the transformation of raw audit files into a CDM model using generative AI and NLP methods reducing manual work hours for Audit Analytics Specialists by 70%. Created 3 automated monitoring systems using Large Language Models and chain of thought prompting to assess an RAG chatbot in production, ensuring consistent performance and relevance of responses. Utilized Python to implement Unsupervised techniques for Anomaly detection of 2TB unstructured data.
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Glance
Bengaluru, India
Analyzed 10 newly launched games on the app, using Pandas and Common Table Expressions (CTE). Implemented robust data pipelines using SQL and Apache Spark, enhancing data processing speed by 35%. Presented 5+ dashboards & visual reports using Tableau, enabling stakeholders to make data-driven decisions. Engineered deep learning models to analyze user behavior and engagement patterns on the Glance lockscreen application, leading to a 20% increase in personalized content delivery accuracy. Developed RESTful APIs using Python to integrate disparate data sources over 5TB of Audit data, facilitating seamless data flow and real-time analytics. Deployed predictive models to forecast user behavior and gaming trends, resulting in a 15% increase in personalized content delivery effectiveness.
Jun 2021 - Jun 2022
Data Scientist
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Feb 2019 - May 2022
Head of Research and Development Cell
Center for Cognitive Activities
NIT Durgapur chapter
Led a team of 25 members organizers showcasing Assistive Technology projects at TECH MELA, the Annual Fest and Spearheaded a DIY Home-security workshop every year, instructing 100+ freshmen in building IOT projects.
about me
Sharath Kumar Reddy is a highly skilled Data Scientist and Deep Learning Engineer with a Master's degree in Data Science from the University of Houston, specializing in Artificial Intelligence and Machine Learning.
With a robust background in developing AI solutions and extensive experience in data analysis, Sharath has successfully deployed multiple AI solutions and conducted comprehensive EDA for various clients. Sharath's technical expertise spans a wide range of programming languages, tools, and machine learning techniques and Large Language Models. In addition to his professional accomplishments, he has led innovative projects and held leadership roles, showcasing his ability to drive impactful technological advancements.
Phone
+1 (346) 227-3943
skrkapu@gmail.com
