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Achievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

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@AlligatorBug

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mellowfarm/README.md

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hi! i'm nicha 🐰

cs @ nus ⌘ singapore

LinkedIn Gmail

🪷 about me

nicha = {
    "school":     "NUS Computer Science",
    "interning":  "Dobin — ML pipelines & transaction enrichment",
    "hobbies":    ["fun projects", "crochet", "shopping", "travelling"],
}

🛠️ skills & stack

languages

Python JavaScript Java SQL

ml / ai

PyTorch scikit-learn spaCy

web & infra

FastAPI React PostgreSQL

⭐ projects

project description stack status
Cipher behavioural finance ML app — transaction categorisation with sentence transformers + user feedback loops FastAPI · React · PostgreSQL · sentence-transformers ✅ completed v1 here
glowrithm AI beauty assistant — product finder, ingredient checker & routine builder powered by RAG FastAPI · Expo · LangChain · FAISS · OpenAI 🚧 in progress
OffSight football player detection, tracking & identification in match footage — jersey OCR + appearance Re-ID YOLOv8 · ByteTrack · PaddleOCR · OSNet · FastAPI · React 🚧 in progress

🍐 learning

topic description stack status
song-gpt nano-gpt implementation PyTorch · Attention · Transformers ✅ completed
tiny-search semantic search pipeline comparing bi-encoder retrieval and cross-encoder reranking HuggingFace · sentence-transformers · Python ✅ completed

⌘tinkering...

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  1. AlligatorBug/Cipher AlligatorBug/Cipher Public

    End-to-end personal finance ML pipeline — transaction categorisation with transformer embeddings, bi-encoder retrieval, and behavioural insights.

    Python 2

  2. song-gpt song-gpt Public

    Character-level GPT trained on lyrics. Built from scratch in PyTorch.

    Jupyter Notebook