MHD Nassoh akbik
@mhdnassohakbik
Applied AI and LLM engineer building production ML systems from data to deployment.
Syrian Arab RepublicWhat I'm looking for
I am an Applied AI and LLM engineer focused on building production machine learning systems end-to-end, from dataset engineering to deployment.
I have trained transformer models and fine-tuned domain models such as BioBERT on tens of millions of medical text samples, and developed NLP pipelines processing 100M+ healthcare records.
My projects include medical recommendation systems, speech-to-symptom extraction using Whisper and LLaMA, and predictive models for healthcare claims and financial signals, all deployed in real-world environments.
I bring hands-on experience with HuggingFace, PyTorch, TensorFlow, Docker and scalable cloud architectures, and I design reproducible ML workflows emphasizing evaluation, monitoring and operational reliability.
Experience
Work history, roles, and key accomplishments
Applied AI and LLM Engineer
Manteq Systems
Jan 2025 - Present (1 year 2 months)
Built production ML pipelines processing 100M+ healthcare records and designed end-to-end workflows from data preparation to model evaluation; developed transformer models predicting healthcare claim attributes with ~88% accuracy and an NLP system extracting symptoms from doctor–patient conversations.
AI Engineer and Full Stack Developer
CIR 9 Platform
Jan 2024 - Jan 2025 (1 year)
Built an AI platform generating predictive trading signals, developed machine learning models for financial time series, and implemented real-time data pipelines with scalable cloud backend services.
Data Scientist
Al Fattal Brothers Trading Company
Jan 2023 - Jan 2024 (1 year)
Built predictive ML models to support business decision systems, conducted exploratory analysis on large datasets, and developed automated data pipelines that improved operational efficiency.
Education
Degrees, certifications, and relevant coursework
Damascus University
Information Technology Engineering, Artificial Intelligence
Studied Information Technology Engineering with a focus on Artificial Intelligence at Damascus University.
WorldQuant University
Data Science Program, Data Science
Completed the Data Science program at WorldQuant University focusing on quantitative methods and applied data science techniques.
Tech stack
Software and tools used professionally
Availability
Location
Syrian Arab RepublicAuthorized to work in
Job categories
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