Looking for a job

Adem Garip

@ademgarip

Computer Engineer (METU) & MSc in AI (Kingston University). Specialised in computer vision, deep learning, and multi-object tracking.

Turkey

Message

What I'm looking for

I'm seeking AI Engineer or ML Engineer roles.

I am a Computer Engineering graduate from Middle East Technical University with an MSc in Artificial Intelligence from Kingston University and hands-on experience in machine learning, computer vision, and software development.

For my MSc dissertation, I developed and evaluated a multi-object tracking system for surveillance videos using YOLO11m with DeepSORT, ByteTrack, and OC-SORT across four datasets. I fine-tuned the detector across five dataset combinations, created ground-truth annotations for three anomaly-detection datasets covering 3,735 frames, and evaluated pruning and FP16 quantisation techniques. My final optimised configuration combined YOLO11m with ByteTrack and achieved 88.55 FPS on an NVIDIA RTX 4070, alongside a real-time webcam application.

At Kingston University, I also contributed to SOFRS-EA, a face recognition system for employee access. My work included implementing an Employee class and CRUD API using FastAPI and MongoDB, as well as integrating RetinaFace into the recognition pipeline.

Previously, during software engineering internships at Teracity Software Technologies Inc. and TREX Digital Smart Manufacturing Systems Inc., I worked on real-time systems and client-server communication features using C#.

I am interested in applying my skills in AI, machine learning, and software engineering to build practical, efficient, and reliable applications.

Experience

Work history, roles, and key accomplishments

Software Engineering Intern

Teracity Software Technologies Inc.

Jul 2023 - Aug 2023 (1 month)

Built a real-time interactive system in C# using event-driven architecture with production-grade state management and low-latency update loops. Delivered production-ready features in Unity within a one-month internship window.

C#Unity Event Driven Architecture State Management Real Time Systems

Software Engineering Intern

TREX Digital Smart Manufacturing Systems Inc.

Jul 2022 - Aug 2022 (1 month)

Designed and implemented a client-server communication model in C#/.NET for a smart manufacturing platform, applying real-time data synchronisation and distributed system reliability principles. Built deterministic state consistency logic across distributed clients with session validation and error handling.

C#.NET Server Communication Distributed Systems Real time Data Synchronization

Education

Degrees, certifications, and relevant coursework

Kingston University London

Master of Science, Artificial Intelligence

2025 -

Activities and societies: Dissertation: Multi-Object Tracking in Surveillance Videos; Coursework: Applied Data Programming, Big Data and Data Mining, Machine Learning and Deep Learning, Computer Vision, Cyber Security and AI Applications.

Pursuing an M.Sc. in Artificial Intelligence with a dissertation on multi-object tracking in surveillance videos, benchmarking YOLOv11m with DeepSORT, ByteTrack, and OC-SORT.

Amazon Web Services

AWS Academy Graduate, Cloud Computing

2026 - 2026

Completed AWS Academy Graduate certifications in Cloud Security and Data Engineering, covering cloud security foundations, security builder, data pipeline builder, and data engineering.

Middle East Technical University Northern Cyprus Campus

Bachelor of Science, Computer Engineering

2019 - 2024

Grade: 3.11 / 4.00

Activities and societies: Six-time METU Honor Roll and High Honor Roll recipient; awarded the METU NCC Merit Scholarship for academic performance (GPA 3.53 / 4.00).

Completed a B.Sc. in Computer Engineering with a CGPA of 3.11/4.00, receiving the METU NCC Merit Scholarship and multiple Honor Roll recognitions.