Jalil Bouziane

ABDELDJALIL BOUZIANE BIOTECHNOLOGY ENGINEER CONTACT --github.com www.linkedin.com constantine, Algeria. SKILLS Biotechnology Knowledge Laboratory Skills Programming Analytical Thinking & Problem-Solving Machine Learning & Data Science EDUCATION State Engineer in Biotechnology Master in Bitechnology & Health National Higher School of Biotechnology (ENSB- A comprehensive education in biotechnology, earning a double diploma as both a master's and an engineer. My studies encompassed a wide range of subjects, including molecular biology, microbiology, bioinformatics, chemical and biochemical engineering. Hands-on experience through laboratory work, research projects, and internships. LANGUAGES Arabic - Native Language French - Language of Education English - Level C2 according to CERF PROFILE A dedicated biotechnology graduate with a double diploma in Master's and Engineering in Health Biotechnology. I possess strong laboratory skills, including DNA/RNA extraction, PCR, and purification techniques. Passionate about integrating machine learning, I have self-taught this domain to complement my biotechnological expertise and apply data-driven approaches to complex challenges. Committed to leveraging interdisciplinary skills, including hands-on laboratory experience, to innovate and address critical issues in the biotechnology and healthcare sectors. WORK EXPERIENCE As a freelance Machine Learning engineer, I have independently taken on a variety of projects, focusing on the intersection of Healthcare and machine learning. My work has involved developing predictive models and conducting data analysis for lients in healthcare, research, and business sectors. Key Projects & Responsibilities: Developed deep learning models for disease diognosis and prediction, such as heartbeat arrhythmias, pneumonia, diabete. and app integration. Conducted exploratory data analysis and data preprocessing, including data cleaning, feature engineering, and normalization. Applied clustering algorithms, such as K-means, to identify distinct customer groups and high-value segments for sales improvement. Integrated and analyzed internal and external data sources to provide actionable insights for business strategies. Collaborated with clients to understand their specific needs and delivered tailored solutions, including comprehensive reports and visualizations. Managed end-to-end project workflows, ensuring timely delivery and quality of outcomes. Academic Projects and Courses National Higher School of Biotechnology (ENSB) - Startup Graduation Project at ENSB: Developped a highly accurate an automatic system for cardiac arrhythmia classification using Deep Learning techniques. Developped an offline GUI app with a friendly user interface that laverages the DL model to help clinicians make diagnosis on ECG data. Built-in database with options allowing clinician to personalize and add data. Research on Exploiting AI Techniques in Electronic Health Records (EHRs): Conducted a thorough literature review to define an approach to apply machine and deep learning to EHRs. Compared and evaluated the latest research papers models performance using key metrics and validated findings. Research on Cellular and Gene Signaling Mechanisms: Conducted research on cellular and gene signaling mechanisms, focusing on how cells communicate and regulate gene expression in response to internal and external stimuli. Signaling pathways related to cell growth, differentiation, and apoptosis.. Prepared a comprehensive presentation of the research findings, highlighting key insights into the roles of specific signaling molecules and gene interactions.