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Fatima Javaid
@fj_designer_
AI and ML Engineer, Machine Learning Researcher
Pakistan
Englisch
Über mich
I am an AI/ML Engineer and Machine Learning Researcher specializing in healthcare AI, bioinformatics, genomic data analysis, and research data processing. I develop reproducible Python workflows for data cleaning, visualization, feature engineering, model training, comparison, evaluation, and technical reporting. My experience includes DNA sequence analysis, cancer prediction research, antimicrobial-resistance modeling, deep learning, and federated learning. I deliver clear results, documented code, publication-quality figures, and research support while respecting data confidentiality.
Kompetenzen
Fatima Javaid
offline •
Durchschnittliche Antwortzeit: 1 Stunde
Meine Dienstleistungen
Maschinelles Lernen
I will analyze research data and build machine learning models
Portfolio
Arbeitserfahrung
AI and Machine Learning Researcher
Self Employed • Freiberufler
Jan 2022 - Present • 4 yrs 9 mos
I work on artificial intelligence, machine learning, bioinformatics, and research data analysis projects. My experience includes genomic data preprocessing, feature engineering, LSTM and BiLSTM model development, federated learning simulations, model comparison, evaluation, result visualization, and research documentation. I developed an AI-based DNA analysis system as my Final Year Project and received first position at the university project exhibition. I am also the first author of a research manuscript on federated BiLSTM modelling for triple-negative breast cancer classification using multi-cohort somatic mutation profiles. The manuscript has been submitted for peer review. I use Python, Pandas, Scikit-learn, TensorFlow, PyTorch, Flask, and data visualization tools to develop reproducible research workflows and interactive analytical solutions.
