About Me
Hi, I’m Bishaw Kirti Chakma, a graduate in Electronics and Communication Engineering from Khulna University of Engineering and Technology (KUET).
I’m currently working as a Trainee Engineer – Network Fault Resolution (IP) at Fiber@Home Ltd. in the Service Operations Center (SoC). I work with nationwide backbone and access networks, including L2/L3, MPLS, and FTTX systems. My role involves monitoring network performance, supporting configuration and upgrades of routers and switches, and troubleshooting connectivity issues to ensure high availability and service stability.
This professional experience gives me practical insight into real-world network behavior, traffic patterns, latency challenges, and reliability issues which strongly support my research interests.
I have solid knowledge of routing, switching, VLANs, subnetting, firewalls, and MPLS. I also use Python for machine learning, data analysis, and research prototyping.
Research Interests
My primary research interest lies at the intersection of Computer Networking and Artificial Intelligence.
I am currently working with my professor Dr. Mirza Mohd Shahriar Maswood on research that explores AI-driven optimization in cloud, edge, and fog computing environments. My focus is on designing hierarchical, distributed systems that combine workload forecasting, resource orchestration, and intelligent decision-making.
I am particularly interested in:
-
Multi-timescale workload forecasting.
-
Edge–Fog–Cloud cooperative architectures.
-
Uncertainty-aware resource provisioning.
-
AI-driven network optimization under dynamic and bursty traffic.
My long-term goal is to contribute to impactful research that improves QoS, reduces cost and latency, and makes large-scale distributed networks more adaptive and intelligent.
Skills
I have solid experience in machine learning and data science, and I am also comfortable working with web technologies and networking systems. The following are the main tools and technologies I use:
Languages
Data Analysis & ML
Technologies & Tools
Awards & Certificates
Some of my achievements - (under progress)
