MD. ASHRAFUL
ALAM SHEMUL
Shemul is a researcher studying the early-life ecology of aquatic organisms — where plankton communities, larval growth, and machine learning meet experimental, data-driven aquaculture.
BSc (Honors) in Fisheries · Bangladesh Maritime University · CGPA 3.43/4.00
Md.AshrafulAlamShemulstudieshowtheearliestmomentsofaquaticlifeshapetheproductivityofwholesystems—readingtheheartbeatofplankton,larvae,andwaterchemistry,thenteachingmachinestoforecastwheretheoceanwillbloomnext.
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Fisheries Ecology & Aquaculture
Rearing, husbandry, and experimental aquaculture systems from the ground up.
Larval & Early-Life Ecology
Growth, feeding, and survival during the most decisive life stages.
Plankton Community Analysis
Diversity, density, and links to aquatic productivity.
ML on Ecological Data
Statistical & machine-learning analysis of experimental growth and ecological datasets.
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Shemul, M.A.A. et al.
Fuses satellite-derived oceanographic fields with ecological variables to locate and forecast Potential Fishing Zones — turning remote-sensing signals into actionable, sustainable harvest guidance.
Shemul, M.A.A. et al.
Shemul, M.A.A. et al.
Sowrav, S.F.F., Rahman, M., Alam, M.S., Shemul, M.A.A.
POTENTIAL
FISHING_ZONES
A live sketch of the modeling behind Shemul’s Bay of Bengal work: satellite-derived currents, sea-surface temperature, and chlorophyll signals converge where fish aggregate. Machine learning turns these fields into forecastable Potential Fishing Zones.
SIM: BAY_OF_BENGAL // SURFACE_CURRENTS
SOURCE: COPERNICUS_MARINE (illustrative)
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Research Assistant
- Shemul runs spatial & environmental data analysis and modeling in Python using machine learning.
- He processes satellite-derived datasets (Copernicus Marine) for marine and environmental applications.
- He contributes to peer-reviewed manuscript preparation.
Software Engineer (Machine Learning)
- Ternary Solutions, Inc. is a US-based information technology company operating in Bangladesh.
- Shemul built a deep-learning model for disease detection from X-ray images using pretrained networks.
- He develops deep-learning models for time-series forecasting and analysis.
Independent Researcher
- Shemul collected water & soil samples across six districts for the Chakaria Shrimp Estate masterplan (Govt. of Bangladesh & World Bank).
- He analyzed physical, chemical & biological parameters and contributed to technical reporting and manuscripts.
Fish Product Researcher
- Shemul developed value-added fish products.
- He conducted nutritional composition analysis and quality assessment.
EDUCATION.record
BSc (Honors) in Fisheries
Department of Marine Fisheries and Aquaculture
Bangladesh Maritime University, Bangladesh
Jan 2020 — Jan 2025
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Quantitative & Machine Learning
Spatial & Statistical Tools
Databases
Version Control & Cloud
Laboratory & Field
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Content Developer
Content Developer
Lecturer & Content Developer
SEEKING A
GRADUATE_RESEARCH HOME
Shemul is looking for a lab where early-life aquatic ecology and data-driven methods meet. If that’s your group, he’d love to talk.