Open to opportunities

Pial Islam Akter

@pialislamakter

Message

Computer science graduate focused on ML engineering and full-stack development.

Bangladesh

Message

What I'm looking for

I seek an ML or software role where I can apply transformer and ensemble techniques, build production systems, and grow within a collaborative, impact-driven team.

I am a Computer Science and Engineering graduate with strong hands-on experience building machine learning models and full‑stack web applications. I have designed transformer-based recommendation systems, built ensemble pipelines for malware detection with 97% exact match accuracy, and developed production-ready web platforms using React and Firebase.

My technical toolkit spans Python, Java, C/C++, Django, React, TensorFlow, XGBoost, CatBoost and common ML libraries; I combine rigorous experimentation with practical deployment skills and a collaborative, results-oriented approach to deliver measurable impact.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

Independent Projects

Designed and implemented transformer-based and ensemble ML pipelines for tasks including next-POI recommendation and malware detection, achieving 97% accuracy on benchmark malware datasets and publishing work on spatio-temporal recommendation models.

PyTorch TensorFlow XGBoost CatBoost TabNet Python scikit learn NumPy Pandas Tabnet

Software Developer

Independent Projects

Developed full-stack web applications including a real-time quiz platform and an agriculture management system using React, Firebase, PHP, and MySQL to support user interaction and data services.