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Hello, THIS IS

Abrar Faiaz

Engineering Student

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About Me

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Work Experience

Team Lead, Machine Learning and Modeling Expert
Start Network Bangladesh

Developing an AI-powered cyclone prediction system integrating machine learning for forecasting cyclone metrics and an LLM for generating localized advisories for Bangladesh Meteorological Department.

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Co-Curricular

  • Director, Research & Development at ACI BUET Student Chapter
  • Deputy Vice President at BUET Innovation and Designing Club
  • Former Deputy Secretary at ASCE BUET Student Chapter (Web Development)
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Education

Studies Civil Engineering at Bangladesh University of Engineering and Technology (BUET)

Studied at Notre Dame College, Dhaka

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Research Experience

Google Scholar | ORCID iD

Forecasting Air Quality by Estimating PM2.5 Concentration Level Using k-Nearest Neighbor Model in Gazipur, Bangladesh

Advances in Civil Engineering Materials, Springer(Selected from ICACE 2023).

DOI: 10.1007/978-981-97-0751-5_19

Intrusion Detection Using Convolutional Neural Network: A Color Mapping Approach on NSL-KDD Dataset

Proceedings of the 11th International Conference on Networking, Systems, and Security (NSysS ’24)

DOI: 10.1145/3704522.370454

AI-Driven Disaster Warning System: Integrating Predictive Data with LLM for Contextualized Guideline Generation

Proceedings of the 11th International Conference on Networking, Systems, and Security (NSysS ’24)

DOI: 10.1145/3704522.3704549

Advances and Challenges in Soil Erosion Modeling and Prediction: A Comprehensive Review

Civil Engineering Conference in the Asian Region, 2024 (CECAR10)

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Browse My Recent

Projects

AI and ML Projects on Hugging Face

AI and ML Projects on Hugging Face

Durability & EIR Optimization Of Concrete

Durability & EIR Optimization Of Concrete

Air Purifying Technology

Air Purifying Technology

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Awards and Honors

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