Lead Gen AI Engineer
Generative-AI systems engineering at Insight Global, following prior work as a technical lead at NVIDIA.
About / Muntaser Syed
About my work.
I’m a Lead Gen AI Engineer, AI systems researcher, open-source builder, and technical educator working across trust, efficiency, and agent infrastructure.
Research focus
AI systems should report their limits.
My current work covers confidence representation, provenance, temporal validity, context budgets, and edge deployment.
My doctoral work in computer engineering at Florida Institute of Technology examines artificial intelligence of things and effective machine learning on edge devices. Related projects cover semantic data, agent infrastructure, energy measurement, health sensing, compact data structures, and explainability.
Professionally, I work as a Lead Gen AI Engineer at Insight Global. I previously served as a technical lead at NVIDIA, and I contribute to DeepStation as an AI Advocate.
I also teach through conference sessions, workshops, and public repositories. These projects help me evaluate the methods in practice.
Background
Industry, research, and education.
My work connects applied AI engineering, doctoral research, and technical education.
AI Advocate at DeepStation
Technical education and community work spanning agent systems, MCP, explainability, fine-tuning, and applied generative AI.
Florida Institute of Technology
Doctoral research in computer engineering, with work in AIoT, edge intelligence, trustworthy AI, robotics, and efficient machine learning.
Computer engineering and computer science
M.S. degrees in Computer Engineering from Florida Tech and Computer Science from Abu Dhabi University.
Software engineering and IT
Postgraduate study in Software Engineering at the University of Bradford and a B.S. in Information Technology from the University of Miami.
Melbourne, Florida
Based in Florida and active across research, open source, and technical communities.
Professional service
Research and community service.
Conference organization, technical collaboration, and public community projects.
FLAIRS-40 special-track co-chair and program committee
Co-chair, with chair Marius Silaghi, of Embodied AI Agents, Robotics, and IoT at FLAIRS-40, and a member of the conference program committee. The conference takes place May 24–27, 2027, in St. Pete Beach, Florida. Abstract registration closes January 22 and paper submission closes February 1, both at 23:59 Anywhere on Earth.
WcAISR reviewer
Reviewer for the World Conference on Autonomous Intelligent Systems & Robotics, hosted by Chandigarh University on January 21–22, 2027.
ComComAp Technical Program Committee
Main Track TPC reviewer for the 8th Computing, Communications and IoT Applications Conference, held December 14–17, 2026 as a hybrid event in Paphos, Cyprus.
Frontiers in Veterinary Science reviewer
Reviewed “Automated 3D sheep posture estimation and telemetric pressure synchronization via a markerless computer vision pipeline,” published October 14, 2026.
Deco Portals project volunteer
Volunteered on Deco Portals, a Lincoln Road public-art installation created through Moonlighter FabLab’s Maker Cities program.
Orlando AWE Nite
Community contact for Orlando AWE Nite, the local AWE XR chapter.
FLAIRS-39 Program Committee
Program committee service for the 39th International Florida Artificial Intelligence Research Society Conference.
IETF 125 Hackathon collaboration
Contributor to the “Optimizing Agent Context Interactions” hackathon project.
WVLL Program Committee
Program committee member for the International Winter Conference on Vision, Language & Learning, held December 18–19, 2024.
Princeton Open Hackathon technical moderator and mentor
Technical moderator and mentor for several teams at Princeton’s 2024 Open Hackathon, supporting the acceleration and optimization of scientific applications.
WACV workshop organizer
Organizer for the Workshop on Vision-Based Understanding for Low-Resource Languages at WACV 2024.
Timeline
Selected milestones.
Public Pollard and Hashrope manuscripts
Released arXiv manuscripts for our accepted IEEE ICTAI papers on governed agent execution and persistent LLM context management. The research catalog also includes transformer inference energy modeling at UEMCON, privacy-preserving healthcare RAG at HealthCom, and AASN at AGENTICS.
Presentations on governed agents, energy modeling, and QR encoding
Presented the Pollard keynote at AiSalon Miami, TOML Signals at IEEE MLSP, and MultiSpecQR at IEEE ICMLA.
New agent tools and a published speech paper
Released pollard-jev and epicormic as companions to Pollard, updated StegaQR to 0.2.0, and added Corpusgen’s published paper in the Interspeech 2026 proceedings. Presented a standing-room-only Hugging Face session at DeepStation.
Research coverage and new IEEE proceedings records
SmarterArticles discussed our research on the environmental cost of sovereign AI. Final IEEE records are now available for Chronofy and Epistemic Edge.
New research across governance, energy, vision, and trustworthy systems
Released the “Rules Before Oracles” preprint; TOML Signals and MultiSpecQR were accepted at IEEE MLSP 2026 and IEEE ICMLA 2026, while Chronofy and Epistemic Edge were accepted at IEEE IRI 2026.
Four papers in the FLAIRS-39 proceedings
Work spanning trustworthy data exchange, machine-learning energy efficiency, wearable posture sensing, and probabilistic robot control.
Multi-language open-source research portfolio
Published research software for Python, Rust, and TypeScript, including JSON-LD Ex, Tokenmaster, Hashrope, Chronofy, MCP-Edge, and related systems.
OpenAI Academy speaker
Co-presented “Build Your Own ChatGPT: Tips & Tricks for Custom GPTs” with Grant Kurz at OpenAI Academy, presented by DeepStation.
WVLL keynote
Delivered a keynote at the International Winter Conference on Vision, Language & Learning, held December 18–19, 2024.
Major League Hacking Top 50
Selected for the global MLH Top 50 for technical achievement and contributions to the hacker community.
Inaugural Opera Hack winner
Member of the Opera Map team, one of three winners at San Diego Opera’s first Opera Hack. Opera Map uses 360° photogrammetry for theater production.
Humanoid planning, speech, and UAV research
Research outputs in humanoid robot exploration, speech-feature engineering, voice-controlled UAVs, and real-time aerial data analysis.
Team Zero and competitive invention
Helped establish Florida Tech’s Team Zero and built award-winning projects in health, accessibility, finance, IoT, and social impact.
Public profiles
External profiles.
These links cover publications, packages, code, professional history, talks, and hackathon archives.
Press and interviews
Selected media and interviews.
Research coverage, profiles, and long-form public conversations.
The Exported Thirst
UK-based independent technology writer Tim Green discusses our sovereign-AI environmental-cost research in “The Exported Thirst: How AI Drinks Water India Cannot Spare”.
The Hackathon Podcast
A 55-minute conversation about hackathons, building in public, and the MLH Top 50.
Proving skills beyond the degree
Quoted in Jon Marcus’s report on skills-based hiring and hackathons, produced by The Hechinger Report and also published in The Washington Post.
One hack of a ride
A university feature on Team Zero, competitive invention, and building projects across disciplines.
Hacking a way to success
An earlier profile of the projects, competition record, and community behind Team Zero.
A winning floss-ophy
A feature on ZeroDK, which I co-founded to develop a smart toothbrush holder and companion app.
Contact
Get in touch.
Email is the best way to reach me. You can also connect on LinkedIn or open a discussion in the relevant GitHub repository.