Badges
Certifications
fahammed2022 has not earned any certificates yet.
Work Experience
Data Scientist (GTA)
Florida Atlantic University• August 2022 - Present• Boca Raton, Florida
● Implemented a Python-based classification model utilizing K-Nearest Neighbors (KNN) and Random Forest (RF) to analyze student progress reports, resulting in a 5x efficiency improvement compared to standard operations. ● Optimized HPC server configuration for training large datasets on Deep Neural Network (DNN) and Convolutional Neural Network (CNN) models, achieving a 2x faster training period than the regular environment. ● Authored and spearheaded data science research focusing on operations like feature selection and data sampling, leading to a notable 20% accuracy improvement and mitigating overfitting compared to the baseline model. ● Performed the entire data science pipeline, including raw data cleaning, preprocessing, feature engineering, data modeling, and model Train and tune while adeptly visualizing training and validation accuracy curves in F1 Score and AUC-ROC for comprehensive performance evaluation.
Lead Web Technologist
IdeaHouse FZE• January 2020 - June 2022• Dubai, UAE
● Executed complex database queries (spanning 50,000+ customers), utilizing relational databases (SQL) and NoSQL databases, to extract and manipulate relevant data for frontend presentation. ● Transformed database schemas, boosting data efficiency for large datasets. Engineered backend systems, elevating scalability and performance, leading to a 10% increase in operational efficiency. ● Based on SEO reports from the website, conducted detailed data profiling and analysis, identifying patterns, trends, and anomalies with precision, resulting in a 30% increase in data-driven decision-making efficiency.
Freelance Web Developer and Designer
Upwork (formerly Elance-oDesk)• April 2017 - December 2019• San Francisco, CA
Upwork Profile: [https://www.upwork.com/freelancers/~01be6b6899403fcac2] ● Designed and developed over 145 web-related projects, demonstrating the ability to work independently and manage multiple projects simultaneously with a proactive approach and commitment to project completion. ● Prioritized tasks effectively, including building 30+ e-commerce websites on various platforms like Shopify, WordPress, and WIX, showcasing adaptability and organizational skills. ● Executed effective communication strategies, resulting in a 30% increase in cross-functional collaboration between IT and non-technical clients, enhancing project outcomes.
Education
Florida Atlantic University
Artificial Intelligence, MS• August 2022 - April 2024• GPA: 3.88
GPA: 3.88/4 (A fully funded graduate program by the University)
Bangladesh University of Business and Technology (BUBT)
Computer Science & Engineering, BS• March 2016 - June 2020• CGPA: 3.86
GPA: 3.86/4 (Class Topper/ Rank 1st among three sections)