Ali Asad Baloch
@aliasadbaloch
AI Engineer with over 10 years of experience in machine learning.
What I'm looking for
I am an AI Engineer with over a decade of experience at industry giants like Amazon and IBM Consulting. My expertise lies in developing innovative AI solutions, particularly in Large Language Models (LLMs) and Generative AI, which drive significant business value. I have a proven track record of leading projects that enhance user engagement and streamline operations.
One of my notable achievements includes spearheading the development of Rufus, Amazon's generative AI shopping chatbot, which significantly increased average order values. Additionally, I have architected intelligent shopping experiences that leverage advanced machine learning techniques to reduce customer search times and improve conversion rates. My work has consistently delivered measurable outcomes for Fortune 500 clients, showcasing my ability to translate complex AI concepts into practical solutions.
Throughout my career, I have directed cross-functional teams to implement production-ready AI systems, ensuring that they meet business objectives and operational standards. I am passionate about pushing the boundaries of AI technology and am eager to contribute my skills to innovative projects that shape the future of technology.
Experience
Work history, roles, and key accomplishments
AI Engineer
Amazon
Nov 2019 - May 2025 (5 years 6 months)
Led the development of Rufus, Amazon's generative AI shopping chatbot, using AWS Bedrock and custom LLMs, significantly increasing average order value. Enhanced Alexa voice assistant capabilities with advanced NLP and Alexa+ features, substantially improving user engagement metrics. Created Conversational AI Agent for customer service using LangChain, custom LLMs, and vector databases.
Data Engineer
IBM Consulting
Jul 2015 - Oct 2019 (4 years 3 months)
Built machine learning pipelines for predictive analytics and customer segmentation, substantially increasing client ROI. Developed ETL workflows processing terabytes of data daily for Fortune 500 clients using Apache Spark and AWS Glue. Implemented real-time data processing systems with Kafka and Spark Streaming for financial services clients.
Education
Degrees, certifications, and relevant coursework
Baylor University
Bachelor's Degree, Computer Science
Studied Computer Science at Baylor University, gaining foundational knowledge in the field. Completed coursework and projects relevant to the latest industry standards.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
aliasad.baloch.devJob categories
Skills
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