{"data":{"jobs":{"edges":[{"node":{"frontmatter":{"title":"Machine Learning Engineer","company":"Innospace Infotech Ltd.","location":"Dhaka, Bangladesh","range":"September 2025 - Present","url":"https://innospace.com.bd/"},"html":"<ul>\n<li>Shipped a production RAG chatbot (<a href=\"https://brritto.com/ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">live on Brritto</a>) that answers user questions with context-aware, retrieval-grounded responses</li>\n<li>Built a GPT-OSS-20B + Qwen3-VL vision-language QA system that detects and rectifies errors in uploaded questions before publication</li>\n<li>Built an OCR-to-structured-content pipeline that converts scanned exam papers (image or text) into exam-ready question sets for the Brritto app</li>\n<li>Engineered Innovert, a legacy-font-to-Unicode conversion system for a national publisher, and deployed it to production on AWS EC2 with systemd</li>\n<li>Built AI agents for automated communication over Facebook and WhatsApp using n8n</li>\n</ul>"}},{"node":{"frontmatter":{"title":"Research Engineer Intern","company":"UIU — AIMS Lab","location":"Dhaka, Bangladesh","range":"July 2026 - Present","url":"https://www.uiu.ac.bd/"},"html":"<ul>\n<li>Building MonCare, a private trilingual (Bangla/Banglish/English) mental-health support chatbot that runs fully on a local GPU, with a two-stage crisis-detection gate</li>\n<li>Engineered its RAG pipeline (bge-m3 embeddings, FAISS over a 19K-item counseling corpus, cross-encoder rerank, local GPT-OSS-20B) with an output guard that enforces verified crisis helplines</li>\n<li>Designed the safety architecture so crisis responses are deterministic and never LLM-generated, routing users to verified human helplines</li>\n</ul>"}},{"node":{"frontmatter":{"title":"Intern","company":"DataSoft","location":"Dhaka, Bangladesh","range":"February 2025 - June 2025","url":"https://datasoft-bd.com/"},"html":"<ul>\n<li>Worked with the Microfin360 Next team on various Laravel/CodeIgniter-based modules</li>\n<li>Contributed to projects including Microfin Billing, assisting in both development and maintenance</li>\n<li>Developed a full Microfin department-based chatbot using RAG (Retrieval-Augmented Generation)</li>\n<li>Collaborated with cross-functional teams to deliver scalable software components aligned with business needs</li>\n<li>Worked with tools and technologies such as Laravel, CodeIgniter, and Git to ensure seamless integration and deployment</li>\n</ul>"}},{"node":{"frontmatter":{"title":"Student Tutor/TA","company":"BRAC University","location":"Dhaka, Bangladesh","range":"June 2024 - May 2025","url":"https://www.bracu.ac.bd/"},"html":"<ul>\n<li>Graded lab assignments and quiz scripts, ensuring fair evaluation and timely feedback for 40 students per semester</li>\n<li>Provided over 60 hours of one-on-one consultation monthly to support students academically and technically</li>\n<li>Attended student lab sessions regularly, offering real-time assistance with coursework and debugging</li>\n<li>Conducted additional review classes before quizzes, midterms, and finals to reinforce key concepts and boost student confidence</li>\n</ul>"}}]}}}