Ali A.
Mid-Level Generative AI Engineer
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About
Ali A. is the CEO/Co-Founder of Qult AI, a pioneering startup in the oil and gas sector leveraging artificial intelligence to enhance gas well operations. With a profound background in generative AI and machine learning, Ali's expertise lies in developing AI-driven solutions across various domains such as healthcare, fintech, and process automation. As an Industry Project Director for GAS Inc., he designed fine-tuned LLM models utilizing AWS services, leading a cross-functional team to deliver a comprehensive AI-driven audit system. Previously, as a Senior ML Engineer at Tellus You Care, Ali developed predictive models for radar data to aid healthcare monitoring for the elderly. His academic contributions include roles at MIT and Brown University, with research focusing on signal processing, convex optimization, and machine learning. Ali's educational foundation is strengthened by his doctoral studies in Electrical and Computer Engineering from Georgia Institute of Technology.
Experience
Industry Project Director
GAS Inc. · 2024 — 2024Designed and implemented fine-tuned LLM models to retrieve structured information from unstructured audit reports, employing AWS services and optimizing LLM inference speed. Developed multi-agent systems for information extraction, database traversal, and question answering, while managing team collaboration through JIRA.Generative AI Engineer
Savantz AI · 2024 — 2024Worked on designing and deploying custom diffusion models for character generation in multimedia, utilizing tools such as Stable Diffusion and DALL-E. Created integration pipelines to ensure character consistency across different contexts and developed APIs to transform text narratives into animated videos.AI Consultant
OpenAI · 2024 — 2024Prepared question-answer datasets for training large language models and utilized fine-tuning techniques to improve LLM performance through reinforcement learning.Chief Scientist
Netsol Technologies · 2020 — 2024Led teams to create advanced AI solutions such as credit underwriting systems and customer churn prediction models, aligning technical vision with business strategies to enhance the organization’s market positioning.Senior ML Engineer
Tellus You Care · 2022 — 2023Developed predictive models for processing radar point cloud data to monitor elderly patients, addressing challenges related to noise and ensuring reliable health tracking.CEO/Co-Founder
Qult AI · 2020 — PresentFounded a startup focused on developing an AI-based controller for plunger lift systems, aiming to optimize gas well operations by utilizing live pressure and production data.Chief Scientist
INTECH Process Automation · 2018 — 2020Supervised the Signal Intelligence Division in developing AI-driven predictive analytics for industrial machinery monitoring. Focused on solutions for fault classification and anomaly detection using time-series data.Visiting Assistant Professor
Massachusetts Institute of Technology (MIT) · 2017 — 2018Served as a visiting faculty member in the Imaging and Computing Lab, contributing to academic instruction and research within the mathematics department.Postdoctoral Associate
Massachusetts Institute of Technology (MIT) · 2015 — 2016Conducted research under the supervision of Prof. Laurent Demanet in the Imaging and Computing Lab, focusing on advanced signal processing methodologies.Lecturer and Assistant Professor
University of Engineering and Technology, Lahore · 2013 — 2015Provided instruction and oversight in the Department of Electrical Engineering, focusing on teaching core electrical engineering concepts.Postdoctoral Fellow
Brown University · 2014 — 2014Engaged in research within the Institute of Computational and Experimental Mathematics, contributing to projects related to imaging and computational mathematics.Graduate Research Assistant
Georgia Institute of Technology · 2009 — 2013Conducted research in the Center of Signal and Information Processing, contributing to signal processing projects and methodologies.Lecturer
University of Engineering and Technology, Lahore · 2005 — 2007Taught courses in the Department of Electrical Engineering, focusing on foundational topics in electrical and electronics engineering.
Skills & Expertise
Education
- PhD in Electrical and Computer EngineeringGeorgia Institute of Technology · 2009 — 2013
- MS in MathematicsGeorgia Institute of Technology · 2009 — 2013
- MS in Electrical EngineeringUniversity of Michigan · 2007 — 2008
- B.Sc. in Electrical EngineeringUniversity of Engineering and Technology, Lahore · 2001 — 2004
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