hi, i'm ankit pokhrel

यद् भावं तद् भवति

yad bhāvaṃ tad bhavati

"As you think, so you become." Sanskrit subhāṣita

Computer Engineering @ IOE Pulchowk, specialising in AI/ML, and AI/ML intern @ Layman AI. I take models from notebook to production.

ankitpokhrel: ~

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[01] research

NDN Anomaly Detection: Interest Flooding & Cache Pollution

Research under Prof. Babu Ram Dhawadi: one unsupervised Isolation Forest detecting two attack classes across miniNDN emulation and ndnSIM simulation, with 100% attacker detection, ~0% held-out false positives. Paper draft in progress.

pythonisolation-forestminindnndnsim
ongoing research
[02] deep learning / nlp

English ↔ Nepali Neural Translation

Encoder-decoder Transformer from scratch in PyTorch: a 35M-param model on 1M NLLB pairs scoring 13.8 BLEU / 41.2 ChrF on FLORES-200, with SentencePiece BPE cutting epoch time ~12x.

pytorchtransformernmtnepali
[03] pypi package

ragchatbot

Published on PyPI: a semantic-search chatbot for any website in minutes. pip install ragchatbot, point at your docs, get a grounded Q&A API. Gemini, OpenAI, or local Ollama.

pythonragpypicli