Data scientist with expertise in AI and business analytics, driving impactful strategies through advanced data analysis.
Experience
- Developed a pedestrian tracking system, enabling data-driven insights for OOH advertising.
- Built an Al-powered chatbot for an ERP solution, streamlining business oversight for retail operations teams.
- Spearheaded NLP system development, simplifying data access for non-technical teams.
- Implemented Al facial recognition to enhance security.
- Created dynamic dashboards for data-driven decision-making.
- Developed pricing models, optimizing discounts to boost sales.
- Automated operational processes, increasing efficiency.
- Contributed to a news chatbot for real-time conversational interaction.
- Executed ETL processes for business and ML projects, ensuring data quality.
- Delivered insights via advanced analytics, supporting strategic decisions.
- Created visual reports, transforming raw data into actionable business intelligence.
- Collaborated with cross-functional teams to streamline project workflows and meet data needs.
- Conducted product health assessments, ensuring alignment with user needs and business goals.
- Developed user documentation to reduce support tickets and improve user satisfaction.
- Coordinated with development teams, managing sprints and ensuring timely product releases.
- Led product quality and user testing, contributing to product refinement and enhanced user experience.
- Labeled datasets for machine learning models, ensuring accuracy and security.
- Worked with cross-functional teams to improve data quality and process consistency.
Projects
A hybrid machine learning pipeline to detect Bangla sign language in real-time.
A multilingual search engine for Hadith texts, allowing users to query in different languages and retrieve relevant results.
A fine-tuned language model for sentiment analysis of Bangla text, accurately classifying emotions
Search engine that allows users to search images using text queries, powered by a Vision Foundation Model, enabling accurate retrieval of relevant images through natural language input.
Education
Publications
Skills
References
Associate Professor and Associate Head, Department of Computer Science and Engineering, Daffodil International University aminul.cse@daffodilvarsity.edu.bd, +8801847140129