Final-year Computer Science and Engineering student
Final-year Computer Science and Engineering student at BRAC University (CGPA 3.70) who builds and ships LLM and agentic-AI systems: retrieval pipelines with LangChain and ChromaDB, fine-tuned transformers, and multi-step workflows in LangGraph. Takes systems from prompt design through evaluation to deployment. Seeking an AI/ML engineering role; available immediately.
Kore Search
Sept 2024 — Jun 2025· 9 mos
Correspondent with the PR team, aligning messaging across outreach channels and monitoring social media engagement. Arranged and ran university workshops, and acted as primary point of contact for partner institutions.
BURED, BRAC University Research for Development Club
Dates unknown
Planned and delivered club events covering logistics, scheduling and participant coordination.
2023 – Present
B.Sc. · Computer Science and Engineering · 3.70
HSC · Science · 5.00
SSC · Science · 5.00
Project
Built a controlled Bangla–English evaluation set of 4,667 articles by prompting an LLM to rewrite real news at three levels of factual change, with automated filtering to validate every generated label. Benchmarked a zero-shot Gemini API judge against fin
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Project
Deployed Streamlit app turning a podcast transcript into an episode summary, timestamped chapters and a comprehension quiz, with any single section revisable without regenerating the others. Built and shipped in 48 hours. Gemini 3.5 Flash Lite with an aut
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Project
Semantic retrieval pipeline in LangChain, ChromaDB and the Gemini API: a claim returns ranked supporting documents plus a structured JSON verdict with a confidence score.
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Project
Answers questions about any YouTube video: pulls the transcript, embeds it with Sentence Transformers into a FAISS store, and answers strictly from the retrieved context using Gemini via LangChain.
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Project
Fine-tuned XLM-RoBERTa for fake-news detection, reaching 89% accuracy and 0.99 macro-F1 on the evaluation set.
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