At Editorialge, I own the AI generation pipeline for ImagineLab, a production AI SaaS platform, integrating Google Vertex AI, Runway, and Seedance. I also contribute to anti-abuse and content-safety workflows.
I work across product delivery at Editorialge, including frontend and backend development, authentication, payment flows, testing, and DevOps. My R&D work evaluates generative-AI capabilities for reliable, user-facing features.
For my ongoing thesis, I built a Bengali vision-language pathology localization project using chest X-rays, Grad-CAM heatmaps, and automatic bounding-box localization. The work extends an annotation-free, multi-label classifier toward a Bengali-language vision-language formulation.
I’ve also built AI projects including a CrewAI multi-agent system for Bangladesh’s e-Passport process and a full-stack RAG legal assistant. My experience spans LLM applications, retrieval and agent orchestration, machine learning, and computer vision.
