hi, i'm ankit pokhrel

Building intelligence,
one epoch at a time.

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

ankit@pulchowk: ~

selected_work

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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] computer vision

mama: Vehicle Speed Detection

Roadside speed enforcement for Nepal traffic police: YOLOv11x + ByteTrack, perspective-corrected speed math, PaddleOCR plate reading, automatic evidence capture.

yolov11bytetrackpaddleocrfastapi
[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