Academic curriculum vitae
Khan Raiyan Ibne Reza.
North South University · Research Assistant (1 year) · Teaching Assistant (3 semesters) · CGPA 3.69 / 4.00 · Author of 5 research benchmark preprints.
Verified Academic Record
BSc CSE · North South University · CGPA 3.69 / 4.00 · 117 credits
Research Preprints & Working Benchmarks (5 Papers)
In strict accordance with academic honesty, all works listed are preprints under review; we claim zero published conference or journal papers.
KrishokChat: A Provenance-Traceable Multi-Task Bengali Agricultural Benchmark with Safety-Critical Chemical Advisory
Khan Raiyan Ibne Reza, Sumaiya Tabassum Nimi, Omar-Ibne Shahid
Where Does Retrieval Fail? Evaluating RAG Architectures for Agricultural Advisory
Khan Raiyan Ibne Reza, Sanjana Aktar Maria, Sumaiya Tabassum Nimi
TRACE-BN: Transferring Bangla-English Tutoring Behavior to a Sub-1B Offline Language Model
Khan Raiyan Ibne Reza, Research Collaborators
ChitraMiti: A Benchmark for Cross-Modal Consistency in Bengali Geometric Reasoning
Khan Raiyan Ibne Reza, Research Collaborators
KhatianDoc: A Human-Verified Benchmark Diagnosing Multimodal LLM Failure on Bengali Legal Land Records
Khan Raiyan Ibne Reza, Research Collaborators
Academic Appointments, Education & Honors
Academic & Teaching Appointments
Research Assistant (RA)
North South University • Dhaka, Bangladesh- •Conducted empirical benchmarking, dataset curation, and evaluation harness development for low-resource Bengali NLP, RAG architectures, and multimodal reasoning.
- •Authored research preprints and diagnostic evaluation frameworks across agricultural domain knowledge, multimodal geometry, and edge tutoring models.
Undergraduate Teaching Assistant (TA)
North South University, Dept. of History & Philosophy (DHP) • Dhaka, Bangladesh- •Mentored 200+ undergraduate students across 3 consecutive semesters in critical analysis, research methodology, and scientific writing.
- •Facilitated weekly discussion labs, reviewed student assignments, and assisted faculty with course assessments.
Academic Background & Degrees
BSc in Computer Science & Engineering
North South University • Dhaka, Bangladesh- •Core Coursework: Artificial Intelligence, Data Structures & Algorithms, Database Systems, Computer Vision, Distributed Systems, NLP.
- •Consistently on the Dean's List for Academic Excellence.
Higher Secondary Certificate (HSC) — Science
Govt. Mohammadpur Model School & College • Dhaka, Bangladesh- •Higher Mathematics, Physics, Chemistry, Biology, and ICT.
Honors, Hackathons & Algorithmic Competitions
Top 10 Finalist — Solvio AI Hackathon 2025
Solvio AI- •Engineered an autonomous agentic workflow system for real-time multi-agent reasoning and orchestration.
Top 20 Teams — InnovativeX Hackathon BUBT 2025
BUBT- •Developed disaster resilience prototype AegisFlow featuring real-time geospatial triage and PostGIS coordination.
ICPC Preliminary Contest Participant
ACM ICPC Asia Dhaka Regional- •Competed in algorithmic problem solving, graph algorithms, dynamic programming, and computational geometry.
Technical Fluency & Stacks
Programming Languages & Databases
Core Technical Languages- •Python, SQL, TypeScript, JavaScript, Dart, C++
- •PostgreSQL, PostGIS, SQLite, Redis
AI, NLP & Computer Vision Stacks
Machine Learning & Agentic Frameworks- •LangChain, LangGraph, CrewAI, LlamaIndex, FAISS, PyTorch, Transformers
- •RAG Architecture, Benchmarking, Safety Classification, pix2tex ViT
Web & Mobile Engineering
Frameworks & Systems- •Next.js (App Router, RSC), React 19, Tailwind CSS, Payload CMS, Prisma ORM
- •FastAPI, Django, Flutter (Android), Docker, Git/GitHub, Playwright
Technical Stack & Research Toolchain
Python (PyTorch, Transformers), TypeScript, JavaScript, SQL, C++, Dart (Flutter)
FAISS vector indexing, BM25, vLLM, Unsloth 4-bit LoRA, llama.cpp GGUF, SymPy, SacreBLEU
Next.js 15 (App Router), React 19, FastAPI, PostgreSQL, PostGIS, MapLibre GL, Docker, Playwright
Graduate Admissions & Official Inquiries
Complete academic transcripts, official degree certificates, and letters of recommendation are available upon request.