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NishantkSingh0/README.md

I'm Nishant Singh   Profile views

Typing SVG

A dedicated AI developer with a deep focus on building machine learning and deep learning models from scratch. My expertise spans RNNs, computer vision, and transformer architectures, where I specialize in designing custom solutions to optimize model accuracy and efficiency. I have hands-on experience with training and fine-tuning advanced models, including BERT, YOLO, ResNet, and VGG, while ensuring that architectures and parameters are tailored to meet project-specific goals. My work ranges from image segmentation and object detection to developing language models, always with an eye on integrating the latest AI advancements.

I am passionate about driving innovation through AI and constantly refining techniques to push the boundaries of performance. Explore my projects and contributions further on my portfolio. Click below:







Category Technologies
DL Algorithm TensorFlow Keras Scikit-Learn OpenCV
ML Algorithms K-Means Decision Tree DBSCAN PCA
LLMs & NLP Transformers NLP LangChain LangGraph
Data Handling & Analysis NumPy Pandas Matplotlib Seaborn Statistics
Development & Deployment Flask React Node.js Gradio Streamlit
Programming Languages Python C++ C JavaScript Java
Core CS DSA Advanced Python
Platforms & Tools Kaggle Google Colab Jupyter Hugging Face



GitHub Stats Top Languages GitHub Streak
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  1. Multi-Agent-Debates-LangGraph Multi-Agent-Debates-LangGraph Public

    Let's Debate LLM-Scientist with LLM-Philosopher... and decide winner by LLM-Judge

    Jupyter Notebook 2

  2. LangGraph-based-self-healing-classifier LangGraph-based-self-healing-classifier Public

    Self-Healing Text Classifier using LangGraph & Fine-Tuned Transformer (DistillBert)

    Jupyter Notebook 3

  3. Resume-Builder Resume-Builder Public

    We built the Resume Builder web application as part of our semester project. It aims to help users create high-scoring, ATS-friendly resumes at no cost, with minimal time and effort required. and p…

    Python 6 3

  4. RAG_Model RAG_Model Public

    Jupyter Notebook 4

  5. Fine-Tune-ResNet-VGG Fine-Tune-ResNet-VGG Public

    Fine tunes VGG and ResNet on Complex datasets like CIFAR100.

    Jupyter Notebook 4

  6. UNET-Image-Segmentation UNET-Image-Segmentation Public

    Used UNET approach to remove background and classify body parts from image.

    Jupyter Notebook 5