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adhikariastha5/README.md

Hey, I'm Astha 👋

AI Engineer based in Melbourne, building things that see, think, and ship.

I have spent 4+ years going from research papers to production systems : Computer Vision | Langchain | LLMs | NLP | agents.

🔧 What I'm working on right now

  • Production LangChain agents with RAG & vector databases
  • MCP tool integrations for automated workflows
  • Always tinkering with something new on the side

🧠 Things I know well

PyTorch TensorFlow LangChain RAG TensorRT NVIDIA Jetson ROS FastAPI Docker Computer Vision LLMs 3D Object Detection LiDAR Perception

📄 Published Research

  • AM-BQA — Attention-based Multi-dimensional Blind Image Quality Assessment (ELSEVIER, Image and Vision Computing, 2024)
  • Polyp Segmentation (ICNGC 2022)
  • AI Super-Resolution (KING Spring Conference, 2022)

💼 Where I've been

When Where What
2025 – now BookedAI, Melbourne Associate AI Engineer
2023 – 2024 AR 24.7, Seoul AI Perception Engineer
2021 – 2023 Gachon University, Seoul Graduate Research Assistant
2020 – 2021 Wiseyak Solution, Kathmandu Software Developer
2018 – 2019 Mpercept Technology, Kathmandu Junior AI Developer

🎓 Education

  • Master in AI Software — Gachon University, South Korea
  • Bachelor in Computer Engineering — Tribhuvan University, Nepal

🌱 Beyond code

  • Mentor at Udacity (Secure & Private AI), AIDevNepal, RAGA Girls in Technology
  • Nanodegree Scholar in Computer Vision from Udacity
  • Reached Level 2 at Gachon Global Leaders Toastmaster

📊 GitHub Stats

Astha's GitHub stats

Top Langs

LinkedIn Scholar Website

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  1. Hands-On-Natural-Language-Processing- Hands-On-Natural-Language-Processing- Public

    Getting Started with Natural Language Processing(NLP).

    Jupyter Notebook 4 1

  2. AM-BQA AM-BQA Public

    nhancing Blind Image Quality Assessment using Attention retractable features and multi-dimensional learning

    Python 3

  3. AimlBot AimlBot Public

    This is just a naive bot to test how Aiml works.

    Java

  4. deep-learning-drizzle deep-learning-drizzle Public

    Forked from kmario23/deep-learning-drizzle

    Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

  5. Wonder_Vision_Lane_Detection Wonder_Vision_Lane_Detection Public

    Forked from depo-egy/Wonder_Vision_Lane_Detection

    This repository is dedicated for showing the work of the "Lane Detection" subgroup within #sg_wonder_vision channel on Slack Work-space for Private and Secure AI challenge from Udacity

    Jupyter Notebook

  6. E-menu E-menu Public

    1