run/ishaan-sandhwar2024-08 → presenttrainingPhagwara, Punjab, India

IshaanSandhwar

Ishaan Sandhwar — portrait

AI/ML engineer · b.tech cse (ai/ml) · lpu 2028

B.Tech CSE (AI/ML) at Lovely Professional University. I build and ship machine learning systems — NLP for low-resource Indian languages, vision models on edge hardware, and the plumbing that keeps them running.

fig. 00 — self-attention · head 1/1α · hover a token
keys →← queries
13 tokens · d_model 24 · τ 0.85Greedy subword tokenisation, separate Q and K projections, softmax(QKᵀ/√d). The weights are computed, not drawn — but the embeddings are hashed rather than learned, so this is the shape of attention, not a trained model.
4
shipped projects
on the site — public repos
7.82
CGPA
sem 5 of 8
2028
graduating
free from 2026

currently

Open for internships in 2026, and for anything that involves shipping a model rather than demoing one.

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