Final year Natural Language Processing (NLP) master's student with a strong foundation in
Linguistics and a keen interest in medical data applications. I hold a Bachelor's degree in Linguistics
and have hands-on experien…
Final year Natural Language Processing (NLP) master's student with a strong foundation in
Linguistics and a keen interest in medical data applications. I hold a Bachelor's degree in Linguistics
and have hands-on experience working with machine learning models for clinical trials and aphasia
detection. My work combines linguistic expertise with technical proficiency in Python and modern
NLP libraries.
I specialize in performing detailed annotation of clinical and biomedical texts, and evaluating model
outputs for fluency, grammaticality, and factual accuracy. I am particularly skilled at identifying and
resolving issues related to ambiguity, bias, and structure in healthcare language data. I am eager to
contribute to innovative, high-impact projects at the intersection of healthcare and language
technology
Developing an automated method for extracting preclinical and clinical data from pharmacological sources.
Extracting relevant sections from FDA labels and annotating with the aim of generating pharmacological property-value-unit pairs.
Exploring a RAG approach in evaluating the quality of the extracted property-value pair.
Pre-training a transformer-based model on large clinical trial files to develop domain-adapted language models.
Fine-tuning pre-trained models on general SQuAD data.
Task-specific fine-tuning on FDA-labeled question-answer pairs to enable accurate medical QA predictions.
Developing an automated method for extracting preclinical and clinical data from pharmacological sources, Extracting relevant sections from FDA labels and annotating with the aim of generating pharmacological property-value-unit pairs, Exploring a RAG approach in evaluating the quality of the extracted property-value pair, Pre-training a transformer-based model on large clinical trial files to develop domain-adapted language models, Fine-tuning pre-trained models on general SQuAD data, Task-specific fine-tuning on FDA-labeled question-answer pairs to enable accurate medical QA predictions
Welcomed and guided international students in the Master’s TAL program, providing information or directing them to appropriate contacts.
Assisted in organizing events promoting the Master’s TAL program and its students.
Supported students with online administrative tasks.
Worked closely with the TAL faculty team and received training on university services.
Welcomed and guided international students in the Master’s TAL program, providing information or directing them to appropriate contacts, Assisted in organizing events promoting the Master’s TAL program and its students, Supported students with online administrative tasks, Worked closely with the TAL faculty team and received training on university services
Delivered comprehensive customer service support to clients within the mining, communication, and technology sectors.
Managing customer inquiries.
Booking travel arrangements.
Working hand in hand with technical team to ensure client's needs are met.
Arranging for pickup and delivery of mining and engineering equipment from various couriers to clients.
Delivered comprehensive customer service support to clients within the mining, communication, and technology sectors, Managing customer inquiries, Booking travel arrangements, Working hand in hand with technical team to ensure client's needs are met, Arranging for pickup and delivery of mining and engineering equipment from various couriers to clients
Assisted in MTN SIM swap, registration, and mobile money operations, including SIM porting.
Provides customer service support to MTN customers and assists with debrief sessions.
Assisted in MTN SIM swap, registration, and mobile money operations, including SIM porting, Provides customer service support to MTN customers and assists with debrief sessions
Assisted in MTN SIM swap, registration, and mobile money operations, including SIM porting.
Provides customer service support to MTN customers and assists with debrief sessions.
Assisted in MTN SIM swap, registration, and mobile money operations, including SIM porting, Provides customer service support to MTN customers and assists with debrief sessions
-Developing an automated method for extracting preclinical and clinical data from pharmacological sources.-Extracting relevant sections from FDA labels and annotating with the aim of generating pharmacological property-value-unit pairs-Exploring a RAG approach in evaluating the quality of the extracted property-value pair-Pre-training a transformer-based model on large clinical trial files to develop domain-adapted language models-Fine-tuning pre-trained models on general SQuAD data-Task-specific fine-tuning on FDA-labeled question-answer pairs to enable accurate medical QA predictions
Utilized eligibility criteria from downloaded trials (from ClinicalTrials.gov) to generate prompts, & with the help of Mixtral 8x7B, accurately converted the information into RDF triples using appropriate ontologies and syntax
Developed a multilingual Random Forest Model to aid health professionals in detecting speech impairment levels in people with Aphasia to help healthcare experts
نظام التوظيف التشغيلي المعتمد على الذكاء الاصطناعي أولاً، الذي يوحّد ويؤتمت دورة التوظيف بالكامل للمؤسسات الحديثة حول العالم.
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