As a data scientist, I specialize in extracting actionable insights from mobility and spatial data. My expertise includes developing low-cost, no-training solutions by combining hybrid models like YOLO and ViT embeddings. Leveraging synthetic data generation in Blender, I have significantly reduced company resources spent on data collection and labelling. I have also contributed to projects that detect deep fakes generated by models such as SD and GAN using innovative solutions like LNPs and Fourier transform.In addition, I have deployed the Whisper model on Edge devices to transcribe audio without requiring Internet access. My work with LLM Blender (PairRM) to compare GPT-4 and Mistral responses yielded exciting results. I have trained a GPT-2 model to provide directions using location information.I am passionate about transforming data into insights and continuously strive for perfection in my work. My goal is to leverage cutting-edge technologies to drive impactful results.
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Ai Engineer - L2AntematterIslamabad, Pk -
Ai EngineerAntematter Jun 2024 - Present -
Data ScientistSpacialdb Ug (Decision Labs) Feb 2023 - Jun 2024Leveraged advanced machine learning techniques to improve satellite image classification accuracy by 89%. Enhanced YOLOv8 model for car tracking, boosting mAP from 67 to 95. Contributed to spatial analysis and LLM comparison projects, deploying models and writing detailed tutorials. -
Data Science InternSpacialdb Ug (Decision Labs) Sep 2022 - Feb 2023Fine-tuned models for land cover mapping and forest tree damage detection, achieving significant IoU and mAP scores. Participated in ship detection competition, enhancing model performance and gaining practical experience in data annotation conversion. -
Vice PresidentAcm Uet Lahore May 2022 - May 2023I extended my services in conducting coding competitions. I also guided students in the technical domains and helped the sponsorship team of AWS Community Day, conducted by UET-ACM -
General SecretaryUet Acm Lahore Jul 2021 - May 2022Lahore, Punjab, PakistanAs the GS, I learned the importance of leadership skills and applied them to manage my team and get the best result. ACM has grown 10 folds with the hard work of all the members. -
Educative Answers InternEducative, Inc. Jun 2022 - Aug 2022Lahore, Punjab, PakistanI worked in my preferred vertical of AI and created professional articles with code implementations on the following topics:- ResNets- Transformers- Attention mechanism- Data Augmentation- Neural Architecture Search- Double Descent- Panoptic and Instance segmentation- Affine transformations- Cosine and Wavelet transforms- FFT- Variational AutoEncoders- GANsand many more exciting topics.
Nabeel Raza Education Details
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Computer Engineering
Frequently Asked Questions about Nabeel Raza
What company does Nabeel Raza work for?
Nabeel Raza works for Antematter
What is Nabeel Raza's role at the current company?
Nabeel Raza's current role is AI Engineer - L2.
What schools did Nabeel Raza attend?
Nabeel Raza attended National University Of Sciences And Technology (Nust), University Of Engineering And Technology, Lahore.
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