Abrar Al Sayem
I am a collaborative learner with a foundation in computer science, specializing in artificial intelligence, machine learning, and data-driven system design. From there, the focus shifts to building web platforms, AI systems, and research-driven tools that solve real problems. By applying computational methods across interdisciplinary domains, the goal is to create practical, research-informed solutions and challenge my skills through hands-on application and continuous learning.
Download CV See PortfolioContact
- abrar.al.sayem@g.bracu.ac.bd
- abraralsayem97@gmail.com
- +8801308612543
- Dhaka, Bangladesh
Education
- B.Sc. in Computer Science
- BRAC University
- 2018-2025
- SSC-HSC
- Dhaka Residential Model College
- 2014-2016
Academic Research & Projects
1. Natural Language Processing (ACM Conference- ICCTA '23)
Implementing the Tesseract Method for Information Extraction from Images
2. Cattle Weight Estimation from Images using ML/DL (Thesis)
Developed full pipeline combining segmentation, keypoint detection, pretrained models, and FiLM-conditioned regression for livestock weight prediction.
3. Crop Disease Detection & Yield Optimization (Pattern Recognition)
Trained CNN and ML models for leaf disease classification and yield estimation
4. IoT-based Agricultural Monitoring System (HPC & Distributed Systems)
Built a Kubernetes-based network for large-scale agricultural data collection from IoT devices, enabling distributed monitoring and analytics for drip irrigation.
5. AI-Driven PFAS Discovery & Molecular Safety (Research)
Developed an AI-driven molecular screening pipeline using Hybrid Graph Neural Networks (GCN + RDKit). Processed 5 million candidates to identify safe, non-toxic PFAS alternatives matching strict industrial and biological safety standards. (RSGI 2025)
Experience
Project Coordinator & Full-Stack Developer — BANCAT — Contract (2026)
Engineered a secure, bilingual headless platform (Laravel 10 + React 18) for widespread donor management and patient advocacy. Built a custom, PostgreSQL-backed admin panel featuring React-based components for streamlined data management, and implemented a full CI/CD pipeline via GitHub Actions for automated deployment to hosting.
Visual Design & Digital Solutions — brownmafia360 (2023-2025)
Managed end-to-end UI/UX design, brand identity development, web and digital solutions, and digital marketing strategies, delivering high-impact visual communication for diverse client portfolios.
Contract — Asia Linkage Ltd. (2021-2023)
Led product categorization, web solutions, and administrative systems for large-scale enterprise catalog archive and gallery.
Technical Skills
- PyTorch, TensorFlow, Scikit-Learn
- Pandas, NumPy
- Retrieval-Augmented Generation (RAG), N8N