Hello Everyone!!
Thanks for reading through my profile.
I have 6+ years of experience in full-stack development with machine learning.??
I have diversified experience in deep neural networks, convolution neural networks, recurrent neural networks, genetic algorithms, natural language processing, support vector machines, and generative adversarial networks.
Skills
Machine Learning Expertise :
- CNN,
- DNN,
- RNN/LSTM,
- GAN,
- Transformers,
- Auto-Encoders,
- HMM-GMM
- SVM,
- Boosting,
- Random forest
Programming Language Experience :
- C,
- C++,
- Python,
- R,
- Matlab,
- CUDA(Beginner).
Framework/ Libraries Experience :
- Tensorflow,
- Tensorflow lite,
- Tensorflow js,
- Keras,
- Pytorch,
- RASA,
- Pandas,
- Scikit-learn,
- Open CV,
- Tesseract OCR,
- Kaldi,
- OpenFace,
- SpaCy,
- NLTK,
- Open Pose,
- Others as well based on experience.
Tool Experience :
- Jupyter-notebook
- Google Colab
- Pycharm
- R-Studio
Past Experience Work :
- Generating karyotype from Chromosome micro slide image.
- Identify boundaries of wound and measurement of wound
- Extensive object detection, Detection of Sky, Window, Glass, Tree, and
Building.
- Automated tool for detecting norms and stereotypes in popular culture.
- Deep Learning with Image processing for the transformation of style from
one image to another.
- Mobile embedded object detection model with TF-lite.
- Developed an algorithm for speech assistant, using Sirius: An Open
Intelligent Personal Assistant.
- Created a default loan predictor algorithm with 99.4% accuracy using Python
and deep neural networks.
- Created an optical character recognition for Gujarati language using Python
and OpenCV,
- Extracted the legos from the videos and the classify them into 52 different
classes using the convolutional neural network using Python.
- Worked on the CNN-based binary text classification for the movie reviews to
identify the positive and negative reviews with neural networks and Python.
- Developed an algorithm for moving object detection, which can find a
moving object in a vibrant environment using deep neural networks,
OpenCV, and Python.
- Many other projects I have worked on. Few of them are signed with NDA.
I shall be glad to provide any information/clarification that you might need to make a better decision.
Let’s quickly jump on a short 5-10 min ☎ call/chat? to discuss more details.
For a detailed discussion, if you want to schedule a meeting we can do that as well:
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Thanks for taking the time to read through my profile.
Looking forward to talking to you.
Thanks