I build backend systems, enterprise applications, and production AI infrastructure with a focus on correctness, operational reliability, and maintainable architecture. My work spans government-scale Jakarta EE systems, distributed ML pipelines, and low-resource NLP research, with publications at EMNLP and NAACL.

What I Do

At Dynamic Solution Innovators — I build large-scale enterprise systems for government clients (NBR, MoCAT, BCIC) using Jakarta EE, with a focus on backend architecture, workflow systems, and operational tooling. I designed the foundational architecture for DSI’s first enterprise-scale JSF application, contributed to PrimeFaces open-source, and open-sourced gf, a GlassFish workflow CLI that reduced redeploy latency from ~2 minutes to ~5 seconds.

At Altri.ai — I build AI-assisted real estate analysis systems combining LLM enrichment, traditional ML valuation models, and large-scale property ingestion pipelines. My work focuses on asynchronous processing, distributed job coordination, and production ML workflows, including a bounded-concurrency enrichment pipeline that improved throughput by ~10×.

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, turning production engineering patterns into practical coursework.

🎓 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 & Engineering Interests

• Backend & Distributed Systems — Enterprise application architecture, workflow engines, observability, and operational tooling
• Low-Resource NLP — Code generation and text classification for Bangla and other low-resource languages
• AI Infrastructure & Retrieval Systems — LLM enrichment pipelines, RAG systems, and production ML workflows
• AI & Security — Adversarial ML, model robustness, and AI-assisted cybersecurity

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.

📷 View My Photos