Hi folks ๐
I'm Bharat Choudhary, a Data Scientist and Computer Science Post Graduate.
My passion is to simplify things with technology. currently I'm experimenting with Machine Learning and Devops.
I'm working as Data Scientist at Capital Float. I mostly work on Building statistical models, credit score modelling, fraud detection and analytics on consumer loan segment, setting data pipelines, cloud stacks involved are GCP, AWS, deploy Scalable solutions to the cloud.
๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐น๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐๐ ๐ฝ๐ฒ๐ฟ๐๐ถ๐๐ฒ :
- CNN,
- DNN,
- RNN/LSTM,
- Credit Score modelling
- Fraud Detection
- Customer Segmentation
- GAN,
- Transformers,
- Auto-Encoders,
- HMM-GMM
- SVM,
- Boosting,
- Random forest.
Cloud/Databases ๐๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ :
- Bigquery,
- Postgresql,
- Redshift,
- GCP,AWS.
๐ฃ๐ฟ๐ผ๐ด๐ฟ๐ฎ๐บ๐บ๐ถ๐ป๐ด ๐น๐ฎ๐ป๐ด๐๐ฎ๐ด๐ฒ ๐๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ :
- C,
- C++,
- Python,
- R,
- SQL,
- CUDA(Beginner).
๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ/๐๐ถ๐ฏ๐ฟ๐ฎ๐ฟ๐ถ๐ฒ๐ ๐๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ :
- Tensorflow,
- Tensorflow lite,
- Tensorflow js,
- Keras,
- Pytorch,
- RASA,
- Pandas,
- Scikit-learn,
- Jenkins,
- SpaCy,
- NLTK,
- Others as well based on experience.
๐ง๐ผ๐ผ๐น ๐๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ :
- Jupyter-notebook
- Google Colab
- Pycharm
- R-Studio.
๐ฃ๐ฎ๐๐ ๐๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ ๐๐ผ๐ฟ๐ธ :
-
Build Predictive model using various machine learning tools to predict salary buckets of user to mitigate risk for decisions making.
-
Developed and implemented credit score model using Bureau and Bank Statement Features for Consumer Loan Segment.
-
Collaborated with Credit and Product teams to work on various pieces of data driven solutions.
-
Created ML models Monitoring framework for measuring data drift and model drift parameters.
-
Working on SMS data for Text Summarization and Topic modelling to create Expense features.
-
Build various consumer loan analytical reports and dashboards.
-
Worked with following tech stacks GCP, AWS, bigquery, RedShift and Jenkins.
Linkdin: Linkdin
Email: bharatchoudhary817@gmail.com
(To get a assured reply in under 5 mins ๐)