Data geek with a knack for cracking codes and an addiction to learning new tricks. By day, you'll find me knee-deep in datasets, building predictive models and putting machine learning to the test. But the real fun starts after hours - that's when I dive into online courses, passion projects, and exploring the mind-bending potential of AI.I'm a self-taught hustler with an endless curiosity for cutting-edge data science techniques. From fine-tuning language models to adversarial attacks on neural nets, I get a thrill from pushing boundaries and bending algorithms to my will. Always eager to team up with other data mavericks to dream up novel applications.When I'm not coding up a storm, you can catch me buried in math textbooks, dreaming of multivariate calculus and devouring research papers like they're bestsellers. Yeah, I'm that guy. But hey, changing the world requires an obsessive streak! If you're down to get delightfully nerdy about all things data, I'm your man
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Data ScientistWhiteshield -
Deep Learning ResearcherNew York University Abu Dhabi Jan 2023 - PresentAbu Dhabi Emirate, United Arab Emirates- Engaging in collaborative research with a Postdoctoral fellow at the laboratory, focusing on advancing innovative techniques to mitigate potential security breaches on Deep Learning models.- Implemented Adversarial and Backdoor Attacks on the MNIST Dataset with PyTorch-based techniques (PGD, CW, LIRA), successfully reducing the model's accuracy to less than 1%, despite the attacks being imperceptible to the human eye- Prototyped adversarial patches on autonomous cars in the CARLA Simulator to later apply them in real-life scenarios -
Machine Learning Engineering InternFortyguard May 2024 - Oct 2024Abu Dhabi, Abu Dhabi Emirate, United Arab Emirates -
Data Science InternSwftbox Jun 2023 - Aug 2023Abu Dhabi Emirate, United Arab Emirates- Experimented with TensorFlow and BERT for UAE zone identification and subsequent delivery routing optimization- Utilised Google's BARD API to capitalise on its online capabilities to expand the limited dataset for training- Achieved a 90% accuracy by adopting PyTorch-based Falcon LLM, fine-tuned on our custom addresses dataset quantized using QLoRA yielding more accurate and consistent results, effectively enhancing the delivery logistics -
Machine Learning InternVuetech Health Innovations Nov 2022 - Feb 2023Charlottesville, Virginia, United States- Segmented 100+ training videos from a hospital into distinct posture categories to prepare a training dataset- Extracted and automated merging of object and posture related data from videos using YOLOv5, MediaPipe and OpenCV- Trained classification models using PyTorch on prepared data for a patient movement tracking system, aiming to prevent millions of injuries and deaths by proactively monitoring movement patterns associated with potential health risks -
Data Analyst InternRemotepass Jul 2022 - Sep 2022Abu Dhabi, Abu Dhabi, United Arab Emirates- Trained to onboard contractors, activate contracts, assign roles and handle payments on RemotePass - Prepared a central dashboard using PowerBI and Tableau to track customer retention and analyse potential shortcomings inthe Customer Success Department- Headed negotiations with 5 major customer success companies to evaluate and select the optimal Customer Success tool for the company -
Freelance Math Expert - Content Creator And ReviewerPhotomath Aug 2020 - Aug 2022San Mateo, California, United States- Coordinated with the Photomath Team to spot bugs and inefficiencies in the Photomath Contributor Platform- Qualified as a Math Expert in the fields of Algebra, Calculus, Geometry and Statistics- Solved and Reviewed over 5000+ questions for Photomath Plus- Reviewed and provided feedback on content created by Contributors to ensure it meets Photomath standards -
Freelance Math Expert - Content CreatorPhotomath Jul 2020 - Aug 2020San Mateo, California, United States- Verified content creator in Algebra and Statistics- Gained proficiency in LaTeX while writing methodical solutions strictly following the solution guidelines often employed in academia- Learnt to use the mathematical tool "Geogebra" to make visually appealing solutions for better understanding by the students -
Cloud App And Development InternSystems Limited Jan 2021 - Jun 2021Karāchi, Sindh, Pakistan- Deployed AWS EC2 instances and an Elastic Load Balancer, using Terraform, to optimise the resource utilisation- Worked on Linux using Docker to deploy scalable and readily available applications- Developed a blockchain-based canteen management app for schools based on the financial framework Hyperledger Iroha -
Data Analyst InternBridgestone Associates Jun 2019 - Jul 2019Karachi, Pakistan- Extracted and compiled financial data of a stock listed company, Amreli Steels, for the last 5 years, prepared cumulative financial statements and calculated ratios for further analysis- Crafted a final report discussing the financial performance of the company by analyzing the ratios through micro and macro economic factors- Outlined the steps the company needed to take to improve their performance in the near future
Faizan Raza Skills
Faizan Raza Education Details
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Computer Science -
Cedar College5A*S, 4.33 Gpa -
Bahria College8 A*S And 2As
Frequently Asked Questions about Faizan Raza
What company does Faizan Raza work for?
Faizan Raza works for Whiteshield
What is Faizan Raza's role at the current company?
Faizan Raza's current role is Data Scientist.
What schools did Faizan Raza attend?
Faizan Raza attended New York University Abu Dhabi, Cedar College, Bahria College.
What skills is Faizan Raza known for?
Faizan Raza has skills like Adobe Premiere Pro, Matlab, Teaching, Python, Data Analysis, Postgresql, P5.js, R, Microsoft Excel, Video Post Production, Machine Learning, Json.
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Faizan Raza
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