Certifications & Achievements

🏆 Research Competitions

4th Place – Code Generation in Bangla, BLP 2025 (IJCNLP-AACL)

Developed a code generation system for Bangla using LoRA fine-tuning and Chain-of-Thought reasoning with self-refinement. Achieved 85% accuracy and secured 4th place out of 32 teams.
Leaderboard: View Results

Top 20 – Violence Inciting Text Detection (VITD), BLP 2023 (EMNLP)

Applied semi-supervised learning, back-translation, and ensemble methods to fine-tune BanglaBERT. Our approach improved from Rank 19 to 12 in post-evaluation, landing in the Top 20.
Leaderboard: View Results

💡 Hackathons & Contests

6th Place – DSI AI Agent Hackathon, 2025

Built KnowledgeRelay, an AI agent with RAG-based knowledge transfer capabilities, in a 24-hour onsite challenge. Placed 6th out of 30 teams.
Report: View Leaderboard

11th Place – BUET CSE Fest 2022 AI Contest

Competed in an AI/ML challenge organized by Bangladesh University of Engineering and Technology (BUET).

📜 Professional Certifications