Ajay R.

Ajay R.

BengaluruIndia
Job Success

Expert Deep Learning and Reinforcement Learning Engineer

I am an expert Deep Learning and Reinforcement Learning Engineer with a solid background in Agile Software Development, Algorithmic Trading, NLP, Computer Vision, Data Visualization, Machine Learning, Applied Mathematics, Recommender Systems, Systems Design, Data Structure, Algorithm Design and Computer Science Research. I have worked on multiple product based business projects involving recommendation systems, chatbot powered by deep learning and reinforcement learning algorithms. I am an experienced Quant, I have worked with market and fundamental data (by applying technical indicators) as well as alternative data with extensive feature engineering which is very important for successful execution of algorithmic trading bot. I am well versed in Applied Mathematical concepts of probability, computational statistics, computational linear algebra, convex optimization, calculus, computational complexity and in their application to algorithmic trading, backtesting, time series analysis, deep learning (NLP, Computer Vision) and reinforcement learning (DQN, A2C, A3C, DDPG, PPO, SAC). I am an expert in systematic algorithmic trading research, simulation modeling, backtests, portfolio optimizations, feature engineering and in the programming and use of Pandas, Numpy, Scipy, Matplotlib, Seaborn, Bokeh and applying Machine Learning, Deep Learning and Reinforcement Learning algorithms with Ray for Distributed Computing in Algorithmic Trading. I am an experienced Python backend developer familiar with Flask (REST API). I have applied various industry standard design patterns and Object Oriented and Functional Programming style using Python which is very important for Deep Learning and Reinforcement Learning projects for better reusability and reproducibility. I have successfully trained and deployed a large scale machine learning and deep learning projects pipeline to Google Cloud Platform (GCP), where I have employed data driven decisions using GCPs available services such as TensorFlow Enterprise, BigQuery, AI Platform, Cloud DataProc, Cloud Composer, Cloud Dataflow, Pub/Sub, Vision and Speech API etc. I have successfully deployed over a dozen machine learning and deep learning containerized applications from scratch to GCP using Google Kubernetes Engine, Kubeflow. I have experience in Agile Software Development process following Test Driven Development, CI/CD pipeline with Kubernetes and Kubeflow and machine learning design patterns. I use Linux Environment for all development purposes and Windows when building Data Storytelling with Tableau. I am well equipped with using bash script for all sorts of automation tasks i.e. running cron jobs and custom shell script for build processes etc. I have a Professional Certificate from Google Cloud in the following area... 1. Machine Learning with TensorFlow on Google Cloud Platform 2. Advanced Machine Learning with TensorFlow on Google Cloud Platform 3. Data Engineering with Google Cloud 4. Architecting with Google Compute Engine 5. Architecting with Google Kubernetes Engine 6. Cloud Architecture with Google Cloud 7. Cloud Engineering with Google Cloud I have studied computer science at IIIT Allahabad. I am a big believer in employing Deep Learning and Reinforcement Learning for making intelligent applications. Please see the feedback for the projects I have completed on UpWork.
Rating is 3.6 out of 5.
3.60 Nov 22, 2020 - Apr 1, 2021

"This freelancer is very busy be aware of that."

Private earnings
Rating is 4.6 out of 5.
4.60 Nov 13, 2020 - Nov 28, 2020

"Loved talking with Ajay he is very friendly and cares a lot to get the job done."

Private earnings
Rating is 5 out of 5.
5.00 Jun 19, 2020 - Aug 24, 2020

"Ajay is extremely knowledgeable in python. He finished my project well ahead of deadline. He is easy to communicate with and very polite. I will be working with him in the future."

Private earnings

Ajay R. has more jobs. Create an account to review them
Ajay R.

Ajay R.

BengaluruIndia
Job Success
11
Total Jobs
831
Total Hours

View profile

Expert Deep Learning and Reinforcement Learning Engineer

Specializes in
I am an expert Deep Learning and Reinforcement Learning Engineer with a solid background in Agile Software Development, Algorithmic Trading, NLP, Computer Vision, Data Visualization, Machine Learning, Applied Mathematics, Recommender Systems, Systems Design, Data Structure, Algorithm Design and Computer Science Research. I have worked on multiple product based business projects involving recommendation systems, chatbot powered by deep learning and reinforcement learning algorithms. I am an experienced Quant, I have worked with market and fundamental data (by applying technical indicators) as well as alternative data with extensive feature engineering which is very important for successful execution of algorithmic trading bot. I am well versed in Applied Mathematical concepts of probability, computational statistics, computational linear algebra, convex optimization, calculus, computational complexity and in their application to algorithmic trading, backtesting, time series analysis, deep learning (NLP, Computer Vision) and reinforcement learning (DQN, A2C, A3C, DDPG, PPO, SAC). I am an expert in systematic algorithmic trading research, simulation modeling, backtests, portfolio optimizations, feature engineering and in the programming and use of Pandas, Numpy, Scipy, Matplotlib, Seaborn, Bokeh and applying Machine Learning, Deep Learning and Reinforcement Learning algorithms with Ray for Distributed Computing in Algorithmic Trading. I am an experienced Python backend developer familiar with Flask (REST API). I have applied various industry standard design patterns and Object Oriented and Functional Programming style using Python which is very important for Deep Learning and Reinforcement Learning projects for better reusability and reproducibility. I have successfully trained and deployed a large scale machine learning and deep learning projects pipeline to Google Cloud Platform (GCP), where I have employed data driven decisions using GCPs available services such as TensorFlow Enterprise, BigQuery, AI Platform, Cloud DataProc, Cloud Composer, Cloud Dataflow, Pub/Sub, Vision and Speech API etc. I have successfully deployed over a dozen machine learning and deep learning containerized applications from scratch to GCP using Google Kubernetes Engine, Kubeflow. I have experience in Agile Software Development process following Test Driven Development, CI/CD pipeline with Kubernetes and Kubeflow and machine learning design patterns. I use Linux Environment for all development purposes and Windows when building Data Storytelling with Tableau. I am well equipped with using bash script for all sorts of automation tasks i.e. running cron jobs and custom shell script for build processes etc. I have a Professional Certificate from Google Cloud in the following area... 1. Machine Learning with TensorFlow on Google Cloud Platform 2. Advanced Machine Learning with TensorFlow on Google Cloud Platform 3. Data Engineering with Google Cloud 4. Architecting with Google Compute Engine 5. Architecting with Google Kubernetes Engine 6. Cloud Architecture with Google Cloud 7. Cloud Engineering with Google Cloud I have studied computer science at IIIT Allahabad. I am a big believer in employing Deep Learning and Reinforcement Learning for making intelligent applications. Please see the feedback for the projects I have completed on UpWork.
Rating is 3.6 out of 5.
3.60 Nov 22, 2020 - Apr 1, 2021

"This freelancer is very busy be aware of that."

Private earnings
Rating is 4.6 out of 5.
4.60 Nov 13, 2020 - Nov 28, 2020

"Loved talking with Ajay he is very friendly and cares a lot to get the job done."

Private earnings
Rating is 5 out of 5.
5.00 Jun 19, 2020 - Aug 24, 2020

"Ajay is extremely knowledgeable in python. He finished my project well ahead of deadline. He is easy to communicate with and very polite. I will be working with him in the future."

Private earnings

Ajay R. has more jobs. Create an account to review them
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