I will build and deploy ai image classification models

India

I speak Bengali, Hindi, English

ML Engineer End to End AI Solutions and Deployment

I’m Nilotpal, a Deep Learning & Machine Learning Engineer building end-to-end AI solutions from data to deployment. I’ve built a skin lesion classifier, a real-time fraud detection model (sub-10ms), a...
About this Gig

I build and deploy custom AI image classification systems that automatically detect, classify, and analyse images using deep learning models.


From dataset preparation to training to deployment, I deliver a complete end-to-end solution ready for real-world use.


What You Get:

  • Custom image classification model (PyTorch / CNN / Transfer Learning)
  • Data cleaning & preprocessing
  • Model training & evaluation
  • Confidence score predictions
  • FastAPI backend (REST API)
  • Optional web UI deployment
  • Full source code + documentation


Technical Stack:

Python, PyTorch, ResNet-50, EfficientNet, FastAPI, Pillow, NumPy, Hugging Face, Docker


Expertise:

  • Transfer Learning
  • Fine-tuning
  • Class Imbalance Handling
  • Data Augmentation
  • Multi-class Classification
  • Model Evaluation


Why Choose Me:

I don't just train models, I deliver complete production-ready AI systems that are optimized, deployed, and fully documented for real-world use.


Note:

Please message me before ordering to confirm your dataset and requirements.

APIs:

Other

Expertise:

Image processing

Feature learning

Classification

Programming language:

Python

Colab

Tools:

Jupyter Notebook

OpenCV

Excel

PyTorch

Frameworks:

Scikit-learn

PyTorch

Panda

My Portfolio