cv
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Basics
| Name | Ammar Yasir Naich |
| Label | PhD Research / Teaching Fellow |
| a.y.naich@qmul.ac.uk | |
| Url | https://ammaryasirnaich.github.io |
| Summary | As an aspiring Computer Vision and Machine Learning Engineer, my passion extends across the innovative landscape of AI applications, including but not limited to Autonomous Vehicles.I have accrued over 15 years of experience dedicated to pioneering solutions in Critical Software Applications including Computer Vision and Machine Learning application |
Work
-
2020.11 - 2024.09 Teaching Fellow
Queen Mary University of London
- Designed and conducted coursework and labs for Big Data Processing and Machine Learning modules.
- Supervised MSc students on deep learning and computer vision projects.
Education
-
2019.06 - 2024.05 London, UK
PhD
Queen Mary University of London
Computer Science
- Integrating LiDAR-Based Intensity Encoders in Neural Network and Transformer Architectures with Multi-GPU Optimisation for 3D Object Detection Enhancement
Certificates
| Fundamentals of Accelerated Computing with CUDA Python | ||
| NVIDIA | 2022-01-24 |
| Visual Perception for Self- Driving Cars through Coursera | ||
| University of Toronto | 2021-09-01 |
| Big Data Specialization | ||
| University of California San Diego through Coursera | 2016-11-17 |
| Introduction to Big Data with Apache Spark | ||
| The University of California, Berkeley through edX | 2015-06-10 |
Publications
-
2024 LiDAR-based intensity-aware outdoor 3D object detection
Sensors, MDPI
Skills
| Programming Languages | |
| C/C++ | |
| Python | |
| CUDA Programming with Numba/C++ | |
| SQL |
| Libraries/Frameworks | |
| Pytorch | |
| RAPIDS | |
| MLflow | |
| Tensorboard | |
| Open3D | |
| Numba | |
| OpenMMLab | |
| Hugging-Face | |
| Apache Spark |
| Container/Streaming Teachnologies: | |
| Docker | |
| Apptainer | |
| MQTT/ Kafka/ Spark Structured Streaming |
| Tools: | |
| GitHub | |
| DockerHub | |
| Notion | |
| vscode | |
| QTcreator | |
| Wireshark |
Languages
| Urdu | |
| Native speaker |
| Sindhi | |
| Native speaker |
| English | |
| Fluent |
Interests
| Computer Vision | |
| Vision Transformer (ViT) | |
| Convolution Transformer |
| Natural Language Processing | |
| Large Language Models (LLM) |
| 3D Distributed parallelism for Deep learning | |
| DDP | |
| Zero | |
| Megatron-LM | |
| Mixed Precision |
References
| Senior Lecturer Dr Jesús Requena Carrión | |
| j.requena@qmul.ac.uk |
| Senior Lecturer Dr Mona Jaber | |
| m.jaber@qmul.ac.uk |