Hi,
I believe I have all the experience needed to implement this project for you. I know what would be the best algorithm that works best for you. Working live on real-time videos. Adding to this, I provide all my customers with 1 year of bug fixes for free after delivery if any is found.
I come with about 11 years of professional industrial experience working for major companies like Intel, Samsung and others. In the6 years, I started focusing on machine learning. The last 3 years major focus on deep neural networks training and modeling.
I have implemented several of known networks in tensorflow like: AlexNet, Inception, ResNet and others. Used pretrained models to develop image recognition for specific items. Adding to that I follow all recent publications for deep reinforcement learning and GAN networks. I have recently implemented a project for one of my clients used for NSFW and image similarity search. I was able to achieve 0.991 accuracy for the NSFW. The image similarities search was achieving very good results. These models were trained on 1.5Million images.
Beside that, I have experience setting up aws servers for machine learning problems including GPU instances that uses tensorflow and other popular machine learning libraries. I have the knowledge of distributing the training task over multiple GPUs.
I have experience using the following packages in python and others as well:
- numpy
- pandas
- matplotlib
- Tensorflow
- opencv
- Keras
- Xgboost
- Nltk
- Textblob
- Flask
- Sklearn
- H2O
- Prophet
- Pystan
Looking forward to hearing from you.
-Amro