プロフィール詳細

プロジェクトを作成

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Ahmed Mostakim F.に依頼

Bangladesh

AI Researcher | Deep Learning, Machine Learning, XAI, Statistical Analysis, Model Building | MSc CS.

プロフィール概要

I am an AI researcher and MSc Computer Science candidate at American International University-Bangladesh (AIUB), Bangladesh. I specialize in: Deep learning model design and development Modern neural architectures for vision, NLP, and time-series tasks Explainable AI using Grad-CAM, Integrated Gradients, SHAP Statistical analysis and data visualization Data cleaning, feature engineering, pipeline building Model training, evaluation, and deployment Research report writing and manuscript preparation My research covers time-series forecasting, medical imaging, flood prediction, activity recognition, and multimodal sentiment analysis with results presented at IEEE conferences and submitted to Elsevier and Springer Nature indexed journals. I have 5 papers published, presented, or under review in IEEE, Springer Nature, and Elsevier. Available for data analysis, model building, statistical consulting, pipeline development, and manuscript support.

専門分野

• ☆ Data Analysis
• ☆ Image Processing
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Data Security
• ☆ Business Analytics
• ☆ Financial Modeling
• ☆ Renewable Energy
• ☆ Solar Energy
• ☆ Geothermal Energy
• ☆ Wind Energy
• ☆ Hydropower
• ☆ Electric Power
• ☆ Python
• ☆ SQL
• ☆ Excel
• ☆ Tensorflow
• ☆ LaTex
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Hypothesis
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Gray Literature Search

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing

Research Gap Analysis, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Graduate Researcher

American International University-Bangladesh (AIUB)

10月 2024 - 現在

学歴

Masters in Computer Science

American International University - Bangladesh - Bangladesh

10月 2024 - 現在

Masters of Science (Computer Science (Data Science))

American International University-Bangladesh

10月 2024 - 現在

Bachelor Degree (Computer Science And Engineering )

Varendra University

1月 2020 - 12月 2023

Bachelors in Computer Science and Engineering

Varendra University

1月 2020 - 12月 2023

認定資格

• 認定資格の詳細は未入力です。

出版物

CONFERENCE PAPER

Ahmed Mostakim Fahim, Samin, Dolon Akter Mim, S. M Anim, Muhammad Firoz Mirdha, Ajoy Roy (2026). Optimizing Human Activity Recognition Via Transformer Encoders Using Mobile Sensor Streams . 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN).

Ahmed Mostakim Fahim, Ajoy Roy, Fardin Hoque, Muhammad Hasibur Rashid Chayon, Mahmud Ahad Abedin Fardin, Riana Azad Riana (2025). Explainable Artificial Intelligence For Violence Detection In Surveillance System . 2025 IEEE 7th International Conference on Sustainable Technologies For Industry 5.0 (STI).

Ahmed Mostakim Fahim, Samin, Nuzhat Tabassum, Md. Manzurul Hasan (2025). Enhanced Brain Tumor Detection from MRI Images Using Advanced Deep Learning Models and XAI . 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN).