M. I. Sezer
AI Engineer - Pittsburgh, PA
ML Systems Engineer · Edge & Multimodal · CurvePoint
It started with a 2015 MIT video of a robot learning to drift.
I've been hooked on this fascinating world of computing ever since.
Real-time perception & multimodal systems — shipped to the edge and at web scale.
Trajectory
Where the systems shipped
CurvePoint · current · Pittsburgh
liveReal-time gun detection over WiFi (CSI/RSSI) — low-latency PyTorch edge inference, C++/Python on AWS & GCP.
Carnegie Mellon · Research Collaborator, ML
+15% RAGWeb-scale knowledge graphs for multi-hop RAG — entity extraction, graph traversal, evidence aggregation.
HubX · Software Team Lead, GenAI
1M+ MAULed DaVinci / Tattoo / Nova multimodal products · 13+ production models on K8s autoscaling · −60% duplicated infra.
Spacture AI · MLE · New York
99% @100msReal-time ReID + face-matching across 300+ camera feeds — FAISS retrieval with graph-based pruning.
METU Research Park · AI Systems
−70% manualLLM document-understanding platform analyzing 400+ companies, automating 10K+ monthly reviews.
Orion Robotics · Co-Founder, ML/SW
4× fasterEmbedded computer vision in C++/CUDA + ROS2 perception (camera + LiDAR) — ~50% lower memory.
TEKNOFEST · AI in Transportation
1st1st place — autonomous-vehicle computer vision, with minimal PyTorch experience at the time.
Selected work
All projectsEflatun AI
Real-time computer-vision perception for autonomous vehicles — 1st place at Turkey's national AI-in-Transportation competition.
PyTorch · OpenCV
ViewBirds by Sezer
An explorable database of bird species — taxonomy, traits, behavior and conservation data, made browsable and searchable.
Neo4j · FastAPI · Next.js
ViewPython Packages
Open-source LangChain tooling and utilities, published for the community with tracked adoption.
PyPI · LangChain
View82 repos · 166 stars · 4 PyPI