CV

Education

M.S. in Computer Science & Engineering, Koç University, 2023, Istanbul, Turkey
B.S. in Electrical & Electronics Engineering, Bilkent University, 2020, Ankara, Turkey
A’Levels Edexcel, 2015, MSB Educational Institute, Mombasa, Kenya
O’Levels Edexcel IGCSE, MSB Educational Institute, Mombasa, Kenya

Work experience

2021-2023: Research Fellow
- Koç University, Koç University & İş Bank Artificial Intelligence Lab (KUIS AI Lab), Autonomous Vision Group (AVG)
- Research: Multi-Object-Tracking using State-of-the-Art architectures such as
  - Convolutional Graph-Neural-Networks(GNNs)
  - Transformers
  - Quasi-Dense Faster-RCNN Object Detectors
  - Minimum-Cost-Flow (MCF) Neural Solvers
  - Supervisor: Professor Fatma Güney, Professor Deniz Yuret
2021-2023: Teaching Assistant
- Koç University, Computer Engineering
- Duties included:
  - Teaching Python, BASH, Git, PyCharm
  - Designing autograded homework assignments
  - Designing midterm/final exam questions
  - Grading
  - Office hours
2020-2021: Independent Research/ Freelance
- Implemented Reinforcement Learning Agents in Unity using ML-Agents
- Deployed Image & Video Super-Resolution Web-Applications
- IoT Asset-Tracking, Fleet and Cold-Chain Management:
  - Developed user friendly interface to allow clients to define Custom GeoFences
  - Deployed automated alarm system, automated PDF report generation and automated email notifications for client GPS IoT devices’ upon interrupt signals on the SigFox Network
  - Streamlined UI on the Tago.IO platform
2019-2020: Electronics Engineering
- NanoManyetik Instruments
  - 360 Vision Surveillance System
  - Designed and optimized wide-angle-lense distortion correction algorithms
  - Implementation for high speed real-time performance on Xilinx FPGAs
  - Implemented optimized video blending algorithms
  - Used MIPI-CSI II, UDP, Ethernet protocols
  - Synchronized video streams from four 4k-HD camera modules
  - Utilized video compression algorithms H.264/H.265
  - Supervisor: İsmail Gerçek
July-September 2020: Research Assistant:
- Bilkent University, Ankara, Turkey
  - Research and Development of Genetic Algorithms
  - Memory and Time consumption analyses, optimization, paralellization
  - Supervisor: Professor Arif Bülent Özgüler

Skills

Python
Julia/ Knet
MATLAB
PyTorch/ TensorFlow
CUDA/ cuDNN
COLAB
MMCV/ MMDet
SQL
Java
VHDL
Assembly
C/C++
BASH/ Shell
Ubuntu/ Linux
Blender 3D
Unity 3D (ML-Agents)
High-Performance-Computational Super-Clusters (HPC)- CentOS, SLURM
Adobe Photoshop, Lightroom, Premiere Pro
Lightworks, Kdenlive
WireShark
CANBUS, OBD-II
Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
Skill 3

Other Projects

Transformer-based Image Caption Generation
Unsupervised OpenSet Object Detection
LEASegment
IMDB Text Description to Movie Recommendation
Occular Disease Recognition
Global Disease Database
UDP- Selective Repeat
Dino-Run
FluWords

Neural Architectures

CNN, ResNet, VGG, RNN, GAN, VAE, VQ-VAE, VQ-GAN, FRCNN, Transformers, LSTM, GNN, GCN, Diffusion models, Flow models

Big Data

MOT15, MOT17, MOTSynth, BDD100K
KITTI

Publications

Paper Title Number 1

Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).

Paper Title Number 2

Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).

Paper Title Number 3

Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).

Talks

Talk 1 on Relevant Topic in Your Field

March 01, 2012

Talk at UC San Francisco, Department of Testing, San Francisco, California

Tutorial 1 on Relevant Topic in Your Field

March 01, 2013

Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA

Talk 2 on Relevant Topic in Your Field

February 01, 2014

Talk at London School of Testing, London, UK

Conference Proceeding talk 3 on Relevant Topic in Your Field

March 01, 2014

Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA

Taher Anjary

CV