Open to opportunities

Nischal Pandey

@nischalpandey

Message

I build robust computer vision models and scalable backend systems using deep learning and Laravel.

Nepal

Message

What I'm looking for

I'm looking to continue building computer vision, multimodal learning, and trustworthy AI systems, with opportunities to work on robust recognition models, responsible AI deployment, and meaningful social impact.

I'm advancing domain-adaptive person re-identification at KIIT, where I co-authored AMC-BoT, accepted at IC-SIT 2026. My work improved Rank-1 performance by 3.9 points over the Bag-of-Tricks baseline on Market-1501 and DukeMTMC-ReID.

I've also built a TensorFlow/VGG16 soil classifier achieving 86.9% test accuracy and developed Laravel backend systems, RESTful APIs, and MySQL databases for enterprise web solutions at LeleVentures.

Experience

Work history, roles, and key accomplishments

Student Researcher

KIIT Deemed to be University

Jan 2025 - Dec 2026 (1 year 11 months)

Conducted faculty-supervised research on domain-adaptive person re-identification, applying adaptive camera margin, mask-guided feature learning, and clustering-based pseudo-labeling. Co-authored a manuscript accepted for presentation at an international conference.

Deep Learning Domain Adaptation Re Identification DBSCAN Market 1501 DukeMTMC ReID Python PyTorch

Backend Developer Intern

LeleVentures Pvt. Ltd.

Developed and maintained backend applications using Laravel for enterprise-level web solutions. Built RESTful APIs and managed MySQL databases in production-level projects.

Laravel PHP REST APIs MySQL Backend Development