Available · full-time
Software Engineer
AI / ML Engineer · Computer Vision · Explainable AI
CSE graduate (CGPA 3.90/4.00) with hands-on experience building backend services, APIs, and database-backed data pipelines — shipping five end-to-end systems with clean, maintainable code. Comfortable across the stack, from data engineering to production deployment, backed by three first-author AI research publications and one co-authored.
What I've shipped
Five deployed apps spanning research, text, vision, audio, and production ML — each with a live demo and open-source code.
The live demo of my first-author thesis model: paste a protein sequence to predict phosphorylation sites (S/T/Y), each explained by the residues that drove it. My trained model, served via ONNX.
An LLM agent that answers questions across your research papers with page-level citations — then scores its own answers for faithfulness and relevance.
Upload any image to ask questions about it or get a one-click structured JSON analysis — powered by a vision-language model.
Turn a meeting or lecture recording into a transcript, a structured report (summary, action items), and a Q&A chat — local Whisper + LLM.
A model I train (scikit-learn) served in a production way: FastAPI + validation, a customer form, Prometheus metrics, a live dashboard, Docker and CI.
Research
First author on multiple peer-reviewed AI works in computer vision and explainable AI.
First Author · IEEE PECCII 2026
MobileNetV3 + EfficientNetB0 fusion; 97.71% accuracy across 12 categories with Grad-CAM interpretability — outperformed ResNet50V2, EfficientNetV2, ConvNeXt-Tiny.
DOI: 10.1109/PECCII70991.2026.11662088First Author · VIJIR Vol.1(2) 2025 · UCICS
Hybrid DenseNet121/169; 91.22% accuracy, AUC 0.98, F1 92.56%; adversarial robustness tested against FGSM attacks.
DOI: 10.64296/vijir.v1i2.01First Author · Undergraduate Thesis · Ongoing
Lightweight 1D-CNN with Integrated Gradients explainability; ONNX export for low-resource deployment; homology-aware benchmarking.
DOI: 10.5281/zenodo.21290440Co-Author · IEEE QPAIN 2025
Co-authored an early autism-detection model using an enhanced MobileNetV1 architecture.
DOI: 10.1109/QPAIN66474.2025.11172046Toolkit
Journey
Oleyn PTE Ltd. (Oleyn.ai) — Remote
GeoChain — Rajshahi
VetConnect — Rajshahi
Varendra University, Rajshahi
CGPA 3.90 / 4.00 · Merit Scholarship (2022–2026) · Hult Prize Campus Team Leader (2026)
Let's talk
Open to AI/ML engineering roles — available full-time. The fastest way to reach me is WhatsApp, or ask my AI assistant anything using the chat bubble.