name: Jahid Hasan
located_in: Dhaka, Bangladesh
current_education: Final-semester Software Engineering @ Daffodil International University
current_project: "DRISHTI-Bn (undergraduate thesis)"
current_research: "Bengali multimodal AI and parameter-efficient learning"
next_milestone: "MSc in Germany (2027 Intake)"
experience: "Operations Manager (Family Business, 2021-2022)"

🛰️ DRISHTI-Bn: An undergraduate thesis framework exploring flood damage classification and Bengali caption generation with ViT-B/16, BanglaBERT, and LoRA. The project uses the CrisisMMD flood-image context and documents responsible-use limitations; final evaluation results are still being verified.

Read the research documentation or visit the DRISHTI-Bn repository.

• BanglaMind — Bengali AI support assistant prototype with FastAPI, PostgreSQL vector search, and a retrieval workflow.
• RoktoDut — Laravel-based blood-donation platform focused on donor discovery and emergency coordination.
• HR Analytics — Power BI dashboard for employee attrition patterns and retention-oriented analysis.
• Shishu Mela Analytics — Power BI operations dashboard for revenue, visitors, rides, and satisfaction.
• Netflix Visualization — Python EDA and visualization project using pandas, NumPy, and Matplotlib.
• Bangladesh Population Dashboard — Excel dashboard for population, density, and demographic trends.

• 🚀 Thesis completion: Finalize DRISHTI-Bn experiments and documentation during 2026
• 📝 Research communication: Prepare a manuscript and possible conference submission after results are verified
• 🌏 Graduate study: Prepare for MSc applications in AI, Computer Science, and Data Science for Winter 2027
• 🤝 Collaborate on open-source ML projects focused on social impact
• 🧪 Improve reproducibility, evaluation, and responsible-use documentation for Bengali AI research