Syed Mohammed Mustafa Akailvi
@syedmohammedmustafaa
AI-focused data engineer and knowledge systems architect specializing in enterprise GenAI solutions.
What I'm looking for
I am an AI-focused data engineer and knowledge systems architect who designs and implements enterprise GenAI platforms for industrial and nonprofit clients. I build document processing pipelines, vector embedding frameworks, and RAG architectures with source citation and auditability.
My work includes architecting knowledge platforms unifying decades of institutional data, deploying cloud-native data lakes and lakehouses on Azure and GCP, and improving ML model reliability for OT and industrial use cases. I have published in IEEE Transactions on Smart Grid and led DOE-funded R&D projects that delivered substantial accuracy improvements.
I also teach applied AI and generative systems to professionals, hold PMP and healthcare analytics certifications, and prioritize compliance, lineage, and explainability when deploying production AI systems.
Experience
Work history, roles, and key accomplishments
Instructor – Applied AI
Simplilearn
Aug 2025 - Present (7 months)
Instructed working professionals and executives in Generative AI, LLMs, fine-tuning, RAG, and AI governance using Purdue-affiliated curriculum, achieving >90% satisfaction ratings.
Independent Contractor
Self-Employed
Jun 2024 - Present (1 year 9 months)
Design and implement enterprise AI solutions and deliver executive/professional AI education; architected a GenAI knowledge platform for an MRPL refinery processing 15,000+ pages with RAG, OCR, and multi-agent validation.
Data Engineer / AI Architect
Atlanta Community Food Bank
Feb 2023 - May 2024 (1 year 3 months)
Led design and implementation of an enterprise knowledge platform unifying 30+ years of institutional data with Azure AI, enabling natural-language queries and maintaining production use after departure.
Modernized GCP data infrastructure for Keying & Linking, deploying governed pipelines handling 15+ TB/week and improving entity resolution match accuracy from 3.5% to 70%.
Data Scientist / Lead Architect
Enhanced Analytics Center, University of Arkansas at Little
Aug 2019 - Aug 2021 (2 years)
Led DOE-funded R&D for AI-enabled forensic analytics in OT, developed GRR real-time anomaly detection and improved intrusion detection true-positive rate from 60% to 97%.
Production Engineer
Tesla, Inc.
Nov 2018 - Jul 2019 (8 months)
Applied data-driven root-cause analysis and automation in battery pack manufacturing, preventing defects that saved 20,000 cooling tubes and reducing line interruptions by one-third.
Education
Degrees, certifications, and relevant coursework
University of Arkansas at Little Rock
Doctor of Philosophy, Information Science
2019 -
Activities and societies: Dissertation research; publications in IEEE; teaching and research assistant roles.
Doctoral candidate (ABD) in Information Science researching methods to reduce LLM hallucination for factual retrieval in industrial control systems.
University of Arkansas at Little Rock
Master of Science, Systems Engineering
2014 - 2016
Activities and societies: Graduate researcher and teaching assistant; MS thesis on nanocomposite materials (ProQuest 2016).
Completed a Master of Science in Systems Engineering focusing on systems and data-driven engineering approaches.
Jawaharlal Nehru Technological University, Hyderabad
Bachelor of Technology, Mechanical Engineering
2007 - 2011
Activities and societies: Team leader for BTech senior project; involvement in engineering design projects.
Earned a Bachelor of Technology in Mechanical Engineering with senior project leadership on a miniature axial flow turbojet engine.
Availability
Location
Authorized to work in
Job categories
Skills
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