Bengali Hallucination Detection with Retrieval and Programs: A System Study
2026Research Project · Manuscript
A project exploring retrieval and program-assisted methods for detecting hallucinations in Bengali model responses.
I’m Adil Shamim, an AI/ML engineer and founder from Bangladesh. I build AI systems and products, and I write about what I learn along the way.
I like understanding problems before building solutions. I question assumptions, work from first principles, and try to build something useful. I also enjoy selling my own products—talking with customers, explaining what I’ve built, and learning what needs to change.
I’m building ReWoo and leading product development as CTO at FinAI8. I also work as a Student Researcher at ELITE Research Lab.
Previously, I built Toolly, an AI tools discovery platform that is now open source.
Outside work, I enjoy reading, writing, and storytelling. I write about AI engineering, what I’m learning, and ideas that influence how I think and build. My Story shares more about how I got here.
If you’re hiring an AI engineer or interested in working together, reach out.
Jan – Feb 2026 (AI Intern): Built initial ML proof-of-concepts, automated data ingestion pipelines, and benchmarked model inference.
Mar – Aug 2026 (AI Engineer): Promoted to full engineer; architected containerized FastAPI microservices, RAG pipelines, and production deployments on AWS.
Present (CTO): Appointed Chief Technology Officer to lead overall technical strategy, AI systems architecture, and engineering execution.
Selected projects in AI agents, retrieval, evaluation, and machine learning.
Research projects and ongoing work in AI.
Research Project · Manuscript
A project exploring retrieval and program-assisted methods for detecting hallucinations in Bengali model responses.
Research Project · Manuscript
A project exploring speaker diarization for Bengali long-form audio.
ELITE Research Lab LLC · Ongoing and unpublished
Contributing to ongoing AI research at ELITE Research Lab. Current work is unpublished.
If you’re hiring an AI engineer, interested in production ML consulting, or want to collaborate on research, feel free to get in touch.