M. I. Sezer
AI Engineer · Pittsburgh, PA
Projects
Production systems, research, and competition builds.
From edge-deployed security AI and national-scale education platforms to award-winning robotics. GitHub has the full source history, packages, and prototypes.
Capabilities
Technical Arsenal
Domains and tools built across production systems, research, and competitive engineering.
ML & AI Systems
Computer Vision
Edge Inference
MLOps & Production
Data Engineering
Systems Programming
Distributed Systems
Robotics & Autonomy
Security AI
NLP & Language
Recognition
Awards & Competitions
Selected honors from national competitions and institutions.
2nd Place
Young Entrepreneurs Idea Marathon
UNICEF / 2023
1st Place
Entrepreneurship Competition
Atilim University / 2022
$5,000 prize
1st & 2nd Place
AI in Transportation Competition
Teknofest / 2022
$6,500 prize
2nd Place
Undergraduate Research Projects
METU / 2020
Work
Selected Projects
8 projects across AI, robotics, and web — from edge hardware to national-scale deployments.
Real-Time Gun Detection via WiFi Sensing
Edge-deployed gun detection system using WiFi Channel State Information (CSI) and RSSI signals as passive sensing inputs. No cameras — entirely signal-based ML inference running on edge hardware.
Gazi Medical School — Neuroimaging AI (CADS)
Research collaboration on neuroimaging and clinical ML. Alzheimer's disease classification from MRI/PET datasets using 3D CNNs and Transformer-based architectures.
Birds by Sezer — Interactive Bird Database
Web client for exploring BIRDBASE with taxonomy browsing, full-text search, species traits, behavior, conservation data, and graph-backed relationships between species.
Dilim — Ministry of National Education AI Platform
Turkey's first official AI-powered language learning platform for the Ministry of National Education. Built AI systems evaluating student text and speech across pronunciation, fluency, grammar, and originality.
Eflatun AI — Traffic Computer Vision System
AI model for vehicle and people recognition in transportation using bird's-eye view imagery. Led a team building computer vision systems for traffic analysis.
FENER Autonomous Mobile Robot
Modular mobile robot platform for autonomous applications including object following, mapping, and path planning. Full ROS2 integration with perception, planning, and control stacks.
Eflatun UAV — Custom Fixed-Wing Drone
Custom UAV developed from scratch in 6 months: design, manufacturing, flight testing, autonomous control, and payload integration. Full avionics, custom flight controller, and vision payload.
Anadolu Agency GenAI Infographics
System combining generative AI models to automatically generate visual aids and infographics from news articles for media production workflows.
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