Data Scientist Machine Learning
Resume:
General Secretary
North South University Bioscience Club, Dhaka, Bangladesh May 2019 - Nov 2020 Handled admin tasks, organized meetings, managed communications, supported events, oversaw budgets, and liaised with university administration to represent students.
Teaching Assistant (TA)
Department of Biochemistry & Microbiology Aug 2017 – Dec 2018 Assisted professors with grading and analyzing student data using Excel, R, and Python.
Laboratory Assistant
Molecular Biology and Immunology Lab Jan 2017 – Apr 2017 Prepared experiments, handled equipment, collected data for research projects, and maintained a safe lab.
TEACHING & RESEARCH EXPERIENCE
Quality Assurance Engineer
Corepiler, Las Vegas, NV, USA Part-Time Remote Developed test plans, identified bugs, ran performance testing, and ensured software quality using tools like Python, LoadRunner, Postman, MySQL and JIRA. Junior Biochemist
Naz Medical Center, Bangladesh Full-Time On-Site Conducted lab tests, managed electronic health records, and supported clinical research for diagnostics and patients.
Surprise, Arizona 85387
************@*****.***
Ashfaque Rahman
Ashfaque Rahman
Ashfaque Rahman
Data Scientist
Junior Data Scientist Jan 2025 - Present
Corepiler, Las Vegas, NV, USA Contract Remote
Designed and deployed ML models and AI systems, increasing user engagement by 55% (9% to 14%) using TensorFlow, PyTorch, and AWS SageMaker. Built scalable data pipelines for predictive analytics using AWS Glue, and Lambda. Use Python, R, SQL, Pandas, and Scikit-learn for data processing, data governance, and big data analysis, with AWS S3 and Redshift for storage. Use Metabase and Tableau for data visualization.
PROFESSIONAL EXPERIENCE
Data Scientist with 3+ years of experience in data analysis, analytics and pipelines. Skilled in Python, R, SQL, and Machine Learning. Experienced in managing large datasets with SQL and automating pipelines using AWS tools like S3, ETL, Glue, RDS, Redshift, and Athena. Proficient in develop predictive models and using BI tools like Metabase and Tableau for data visualization. Develop an ML model expected to generate US$321.45 million in profits by 2025, rising to US$494.39 million by 2030, while reducing sugarcane bagasse (SCB) waste by 45%.
PROFESSIONAL
ASSOCIATIONS
Member, American Society for
Biochemistry and Molecular
Biology
Member, RPG Interface Lab
Journal Reviewer, Journal of
Herbmed Pharmacology
Volunteer, Bangladesh Red
Crescent Society
Master of Science in
Biological Data Science
Arizona State University,
Arizona, USA
Aug 2022 - May 2024 CGPA:
3.85
Awards: Summa Cum Laude
Bachelor of Science in
Biochemistry and
Biotechnology
North South University, Dhaka,
Bangladesh
Jan 2016 - Apr 2021
SKILLS
Data Analysis & Analytics
Data Pipelines
AWS & Cloud Computing
Python
R Programming
SQL
Machine Learning & Deep
Learning
MLOps & Model
Deployment
Metabase & Tableau
SPSS and Hadoop
GitHub
CERTIFICATIONS
Machine Learning and AI with
Python
Harvard Online
Google Advanced Data
Analytics Professional
Certificate
Google Career Certificates
EDUCATION
Machine Learning Prediction Model - RFR enhances predictions, SHAP improves interpretability, and AWS enables scalable deployment. CNN-Based Deep Learning for CIFAR-10 Classification - Developed a Convolutional Neural Network (CNN) using TensorFlow and Keras to classify CIFAR-10 images. Random Forest Prediction Model - Created a RFR using Python and Scikit-Learn for accurate predictions.
Smart To-Do List App: Efficient Task Management with Reminders & Cloud Sync - This app helps users stay organized by allowing them to create and manage tasks with due dates, reminders, and labels.
PROJECTS
WORK AUTHORIZATION
U.S. Permanent Resident
(Green Card Holder)
PUBLICATIONS
Machine Learning for Enzymatic Hydrolysis Optimization - This ML to optimize sugarcane bagasse pretreatment and hydrolysis, improving sugar yields and reducing waste with significant economic benefits.
Target Specificity of Amyrin Subunits in HCV Influx Mechanism: An In-Silico and In-Vivo Study - Conducted In-silico and in-vivo study on hepatitis C virus (HCV) inhibition. WGS-Based Screening of DjlA-Induced CbpA in MDR Klebsiella pneumoniae - Investigated flavonoid-based therapies for multidrug-resistant (MDR) Klebsiella pneumoniae.
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