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mariam User

@mariamuser6

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Senior Machine Learning Engineer with expertise in AI and data analysis.

Egypt

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What I'm looking for

I am seeking a role that fosters innovation and collaboration, where I can leverage my AI expertise to solve complex problems and contribute to impactful projects.

I am a Senior Machine Learning Engineer with a strong background in artificial intelligence and data analysis. My academic journey includes a dual degree from Ain Shams University and the University of East London, where I graduated with a GPA of 3.3/4. My graduation project involved developing a transcription app for the deaf, which honed my skills in optimizing models for speech-to-text and text-to-speech applications.

In my current role at mDoc, I have successfully developed an AI health chatbot that enhances patient care through personalized interactions. My work includes fine-tuning large language models and integrating voice-based features to improve accessibility. I have also participated in a data science job simulation with BCG X, where I applied various machine learning techniques to real-world datasets, further solidifying my expertise in data visualization and predictive modeling.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning Engineer

Current

mDoc

Jan 2023 - Jan 2024 (1 year)

Developed a RAG-powered AI health chatbot to deliver personalized patient care. Enhanced user experience through prompt engineering and optimized LLM performance, integrating TTS and STT features for improved accessibility.

Machine Learning AI Chatbot Development Prompt Engineering AI STT Healthcare Technology User Experience Design

Participant

BCG X

Jan 2023 - Feb 2023 (1 month)

Participated in a data science job simulation, applying preprocessing techniques, data visualization, and machine learning models to analyze customer datasets and predict churn.

Data Analysis Machine Learning Data Visualization data preprocessing Python SQL R

Trainee

Robotech IoT Training

Jan 2023 - Feb 2023 (1 month)

Learned IoT architecture and developed a home security system using IoT hardware and Arduino IDE, applying concepts of sensor integration and data management.

IoT Arduino Data Management Security Systems Programming Hardware Development Problem Solving

Trainee

Web Development Training

Jan 2023 - Feb 2023 (1 month)

Enhanced web development skills by creating a responsive restaurant website using HTML, CSS, and JavaScript, focusing on practical coding and user interface design.

HTML CSS JavaScript Web Development Responsive Design User Interface Design Problem Solving

Education

Degrees, certifications, and relevant coursework

Ain Shams University

Bachelor of Computer and Information Sciences, Computer and Information Sciences

Grade: 3.3/4 (Very Good)

Activities and societies: Related coursework included Artificial Intelligence, Machine Learning, Neural Networks, and more.

Pursued a dual degree in Computer and Information Sciences with a major in Artificial Intelligence. Engaged in various projects including a transcription app for the deaf, optimizing models for STT, TTS, and OCR to enhance accessibility.

University of East London

Bachelor of Computer and Information Sciences, Computer and Information Sciences

Grade: 3.3/4 (Very Good)

Activities and societies: Engaged in projects related to AI and machine learning, enhancing practical skills and theoretical knowledge.

Completed a dual degree in Computer and Information Sciences with a focus on Artificial Intelligence, involving extensive project work and practical applications in the field.