💻 Programming & Query Languages

• Python, R, SQL.

📊 Data Analysis & Visualization

• Libraries: Pandas, NumPy, Matplotlib, Seaborn

• Tools: Tableau, Power BI

🤖 Machine Learning & XAI

• ML/DL Libraries: Scikit-Learn, TensorFlow, Keras, XGBoost, PyMC, FastAI, OpenCV, PyTorch (basic)

• Computer Vision Techniques & Models: Convolutional Neural Networks (CNN), Transfer Learning (EfficientNet, ResNet), Data Augmentation, Image Segmentation (U-Net, TINY-UCloudNet), Object Detection (YOLO, SSD)

• Explainability Tools & XAI Methods: SHAP, LIME, Integrated Gradients, Grad-CAM, Saliency Maps, DeepLIFT, ELI5, Anchor, Counterfactual Explanations

🧱 Cloud Platforms

• Platforms: Google Cloud Platform (GCP), Amazon Web Services (AWS)

🔧 Tools & Development Frameworks

• Git, Jupyter Notebook, LaTeX, Microsoft Office Suite

• Collaboration: Jira, Trello, Slack, Miro

🏷️ Data Annotation Tools

• Roboflow (image annotation)

• CVAT (video annotation)

• Audacity (audio annotation)

🎓 AI Learning Consultant & Curriculum Developer
NetCom Learning Bangladesh · Full-time
📅 August 2025 – Present · Dhaka, Bangladesh (On-site)

• Deliver advanced training in AI, Generative AI, and AI for Business, translating complex concepts into practical lessons

• Lead hands-on workshops using tools like Microsoft Copilot and ChatGPT, mentoring learners on real-world projects

• Develop industry-focused AI curricula tailored to enterprise and workforce upskilling needs

• Ensure training content reflects the latest AI trends in collaboration with global edtech leader NetCom Learning, which partners with Microsoft, AWS, and IBM to close skill gaps worldwide.

👨‍🔬 Research Intern

The Vision and Analytics Lab, University College Dublin
📅 October 2024 – Present

• Conducting research on efficient cloud segmentation using state-of-the-art deep learning models

• Exploring cloud forecasting techniques with various DL and XAI methods

🧪 Research Assistant

DIAL: Design Inclusion and Access Lab, North South University
📅 August 2025 – Present (Part-time; Hybrid) 

📅 February 2023 – August 2025 (Full-time)

• Researched alternative credit scoring methods using ML, DL, and XAI techniques

• Investigated DeepFake image detection leveraging interpretability tools

• Mentored junior lab members in AI and ML research

👨‍💻 Trainee Engineer (Data Scientist)

Systech DataSoft Ltd.
📅 August 2023 – February 2024

• Developed ML models to extract actionable business insights

• Improved data processing pipelines and supported predictive model development