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Learning Constantly
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Learning Constantly
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gencnis/README.md

Hi, I'm Nisa 👋

I work on LLM-powered products and computer vision systems. Lately my focus has been edge AI and autonomous systems, deploying models close to the field rather than relying on the cloud.

Right now I'm focused on edge AI and autonomous systems.

Selected Work

Gipi, AI Companion Product ownership and AI behavior design for a companion app that grew to 750K+ users across 170+ countries. I built the prompt systems, RAG pipelines, and evaluation work behind context-aware conversations. Featured on the NVIDIA Developer Blog.

Edge AI and Computer Vision Real-time visual tracking and autonomous edge systems. Lightweight intelligence deployed close to the field, not stuck in the cloud.

Research Multiclass classification with ANNs. Transformer-based fake news detection. Turkish answer-quality evaluation with small language models.

Stack

Python · PyTorch · TensorFlow · Hugging Face · LangChain · OpenCV · Pandas · NumPy · Flask

Connect

LinkedIn · Email

Pinned Loading

  1. fake-news-bert-reproduction fake-news-bert-reproduction Public

    Reproduction and improvement experiments for BERT-like fake news detection models on GPT-labeled news data.

    Python 1

  2. turkish-answer-quality-slm turkish-answer-quality-slm Public

    Fine-tuning and benchmarking small language models for Turkish open-ended student answer quality classification.

    Jupyter Notebook 2 1

  3. date-fruit-ysa-classification date-fruit-ysa-classification Public

    Artificial Neural Network based multiclass classification of date fruit varieties using morphological and color features.

    Jupyter Notebook

  4. interpol-pipeline interpol-pipeline Public

    Python