Open to opportunities

Edward Praveen

@edwardpraveen

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AI Engineer and Data Scientist with expertise in machine learning solutions.

United States

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What I'm looking for

I am looking for a role that fosters innovation, encourages collaboration, and offers opportunities for professional growth in AI and data science.

I am an AI Engineer and Data Scientist with over 4 years of experience in designing and deploying end-to-end machine learning solutions across various sectors, including public, enterprise, and research environments. My expertise lies in natural language processing (NLP), time series forecasting, anomaly detection, and computer vision. I have a proven track record of delivering data-driven insights that enhance operational efficiency and support strategic decision-making.

Throughout my career, I have successfully implemented advanced machine learning systems, such as a Retrieval-Augmented Generation (RAG) system for an internal AI chatbot, which significantly improved information retrieval accuracy. My experience includes building interactive BI dashboards, executing A/B testing frameworks, and developing anomaly detection models that have led to substantial improvements in operational performance and customer satisfaction. I am proficient in various cloud platforms, including AWS, Azure, and GCP, and I am committed to leveraging technology to drive innovation and efficiency.

Experience

Work history, roles, and key accomplishments

AI Engineer Intern

National Association of Counties (NACo)

Oct 2023 - Apr 2024 (6 months)

Implemented a Retrieval-Augmented Generation (RAG) system using Meta’s LLaMA models and AWS services to enhance an internal AI chatbot, significantly improving information retrieval accuracy and reducing manual research time. Developed a multi-agent architecture for anomaly detection and compliance validation, automating processes and increasing operational visibility.

AWS NLP Anomaly Detection OpenSearch Power Automate Hugging Face Machine Learning

Data Scientist

Kyndryl

Mar 2023 - Jul 2023 (4 months)

Designed and deployed machine learning models for product demand forecasting and applied NLP techniques to enhance stock management. Developed interactive BI dashboards and executed A/B testing frameworks to drive data-backed decisions, resulting in improved forecast accuracy and reduced stockouts.

XGBoost NLP Tableau Power BI A B Testing MySQL Oracle Cloud

Data Scientist

John Bhai Softcom Private Limited

Jan 2020 - Mar 2022 (2 years 2 months)

Applied advanced NLP techniques to analyze customer reviews and implemented anomaly detection models to improve financial transaction oversight. Designed automated data pipelines and led cross-functional analytics initiatives, driving efficiency gains through data-informed decision-making.

Python NLP Anomaly Detection Azure Data Factory Logistic Regression Decision Trees Data Pipelines Data Analysis Topic modeling

Education

Degrees, certifications, and relevant coursework

George Mason University

Master of Data Analytics Engineering, Data Science

2023 - 2025

Pursuing a Master's degree in Data Analytics Engineering with a focus on Data Science, encompassing advanced topics in machine learning, data analysis, and engineering principles.

Sathyabama University

Bachelor of Engineering, Electronics and Communications

2016 - 2020

Completed a Bachelor's degree in Engineering with a specialization in Electronics and Communications, covering core subjects in electronics, communication systems, and signal processing.