About me
I build production AI systems and enterprise software that solve real-world problems at scale. My work sits at the intersection of applied machine learning, systems engineering, and NLP research — with publications at EMNLP and NAACL, and a track record of shipping code that runs in production.
What I Do
At Altri.ai — I architect hybrid AI scoring engines that combine LLM-based feature extraction with traditional ML (XGBoost) for real estate investment analysis. I optimized ML pipelines to achieve a 10× throughput increase using async orchestration and built fault-tolerant RAG systems for institutional knowledge preservation.
At Dynamic Solution Innovators — I engineer secure, scalable enterprise applications for government clients (NBR, MoCAT, BCIC) using Java EE. I pioneered the company’s first enterprise-scale JSF application, contributed to PrimeFaces open-source, and serve on the internal cybersecurity team.
In Research — I focus on low-resource NLP, most recently placing 4th out of 32 teams in the Code Generation in Bangla shared task (BLP 2025) using LoRA fine-tuning and Chain-of-Thought reasoning.
As an Instructor — I teach Enterprise Web Development with JEE and JSF at Dynamic Learning, translating production experience into practical curriculum.
🎓 Education
B.Sc. in Computer Science & Engineering, Shahjalal University of Science and Technology (SUST)
CGPA: 3.53/4.00 (Last two years: 3.83)
Standardized Tests:
GRE: 317/340 (Q: 160, V: 157, AW: 3.0) | TOEFL: 104/120 (R: 29, L: 27, S: 23, W: 25)
🔬 Research Interests
- Low-Resource NLP — Code generation and text classification for low-resource languages (Bangla)
- AI & Security — Adversarial ML, model robustness, and using AI/ML to enhance cybersecurity
- Retrieval-Augmented Generation — Building knowledge transfer systems with vector databases
Beyond Work
🏆 Sports
I play football in my free time to stay active and competitive.
📸 Photography
I’m passionate about nature photography — capturing landscapes and everyday moments.
