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Hi there šŸ‘‹

I'm a mechanical engineer turned data scientist who is passionate about artificial intelligence and its ability to make our world a better place. Typically, I like to work on projects involving business analytics, nlp, reinforcement learning, or finance. In my spare time, you will either find me cooking or travelling.

  • šŸ”­ Iā€™m currently working on predictive maintenance data science models at Uptake.
  • šŸŒ± Iā€™m currently learning cloud services and working on getting an Azure certification.
  • šŸ˜„ Pronouns: He/Him
  • šŸ“« Feel free to reach out to me at any of the links shared above :)

Vibhor's github stats

Vibhor Malik's Projects

mtsne icon mtsne

Multivariate time-series t-Distributed Stochastic Neighbor Embedding

para-nmt-50m icon para-nmt-50m

Pre-trained models and code and data to train and use models from "Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations"

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

tpa-lstm icon tpa-lstm

Temporal Pattern Attention for Multivariate Time Series Forecasting

tradingbot icon tradingbot

To develop an AI to predict the stock prices and accordingly decide on buying, selling or holding stock. The AI algorithm should be flexible to consider various trading environmental factors like stock price changes, latency, gaining protection from future price movements.

value-based-deep-reinforcement-learning-trading-model-in-pytorch icon value-based-deep-reinforcement-learning-trading-model-in-pytorch

This is a repo for deep reinforcement learning in trading. I used value based double DQN variant for single stock trading. The agent learn to make decision between selling, holding and buying stock with fixed amount based on the reward returned from the environment.

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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