Resume

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Experience

Company Logo
RediMinds, Inc
Michigan, USA
AI Engineer
March 1, 2024 - Present

• Improved document classifier accuracy from 82.0% to 94.3% using transfer learning from the RVL-CDIP
dataset, and further to 97.0% with advanced machine learning techniques.
• Developed an autonomous agent using Llama3 to determine dispute eligibility under the Independent Dispute
Resolution Law for six types of objections.
• Designed a deep learning system with a data extraction module, optimized FFT-based document rotation
algorithm, DIP feature enhancements, MongoDB for performance monitoring, and PPO for reinforcement
learning with human feedback, reducing complexity and saving resources.

Skills:

GCP, VertexAI, PyTorch, Torchvision, Colab, Deep-Learning, FastAPIs, LangChain, NLP, Llama3, Ollama.

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Company Logo
Rediminds
Remote
Cybersecurity AI Enabler Intern
Dec. 17, 2023 - March 31, 2024

• Developed a suite of four deep‑learning models utilizing ResNest and ConvNext architectures augmented with Convolutional Block Attention Module (CBAM). These models were trained concurrently on Google Cloud Platform (GCP), utilizing combinations of ASVspoof 2019, ASVspoof 2021, In The Wild, and FoR datasets.
• Significantly enhanced model performance, reducing the Equal Error Rate (EER) from 17.5% to 8.5% for binary Deepfake classification on ASVspoof2019 Logical Access data.
• Innovatively amalgamated ASVspoof2019 Logical Access data, ASVspoof2021 Logical Access data, and In The Wild data to construct a robust commercial model for Audio Deepfake detection. Achieved an outstanding EER of 2.04% and an impressive F1 score of 99.58%.
• Developed an end‑to‑end autonomous evaluation system, encompassing automatic data fetching, computation of eight distinct metrics across four evaluation datasets, and dynamic generation of comprehensive PDF reports.

Skills:

GCP, VertexAI, PyTorch, Torchvision, Torchaudio, Colab, Deep‑Learning, FastAPIs, Javascript.

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Company Logo
Ericsson
Remote
Cloud Graduate Engineer
March 1, 2023 - Oct. 31, 2023

• Spearheading container runtime implementations and
effectively managing containers, optimizing resource allocation and system efficiency.
• Successfully implementing Ericsson solutions to actualize 4G core network and IMS network
functionalities, ensuring seamless network operations.
• Proficiently accessing servers using SSH, Putty, and VNC for remote system management,
troubleshooting, and configuration.

Skills:

Linux administration, SSH, Networking, 5G core network, 4G LTE core network, Python, Bash, IMS.

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Company Logo
University Of Khartoum
Khartoum - Sudan
Teaching Assistant
Oct. 3, 2022 - March 1, 2023

• Led classwork and prepared tutorials and tests in microprocessor assembly language, deepening students’
understanding of the subject.
• Designed and supervised experiments in the digital design lab, fostering a hands-on learning environment for
students.

Skills:

Python, x86 assembly, Digital Logic ICs.

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Education

Company Logo
University of Khartoum
Khartoum - Sudan
B.S.c in Electrical and Electronics Engineering
Enrolled : Oct. 1, 2015 - Dec. 30, 2021

• CGPA: 8.91/10.0, First Class Honours degree.
• Achieved the highest CGPA #1st in the Department of Electrical and Electronics Engineering (Electronics and Computer
Systems specialization).
• Ranked within the top 1% of highest CGPAs in the Faculty of Engineering.

Courses:

Algorithms and Data Structures, Database Systems with MySQL,Computers Networks, C and C ++ Programming
Languages, OOP Programming with JAVA, Advanced Computer Architecture, Digital Systems Design with VHDL, Security
Technology, Operating Systems, Digital Signals Processing.

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Courses & Professional Certificates