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Hi I'm Swayanshu

Glad to see you here!

About Me:

I possess a strong passion and commitment as a data scientist, with a keen focus on achieving desired outcomes. I have a strong proficiency in the development and implementation of predictive models, as well as the optimization of algorithms and the extraction of valuable patterns from extensive and complex datasets. Throughout my professional trajectory, I have effectively engaged in collaborative efforts with interdisciplinary teams to address complex issues and implement evidence-based solutions that optimize operational effectiveness and guide strategic decision-making. As an individual committed to lifelong learning, I consistently strive to identify and engage in avenues that enable me to enhance my array of skills and remain updated of the dynamic developments within the field of data science. I excel in dynamic contexts and am enthusiastic about utilizing my specialized knowledge to effectuate a constructive influence within the realm of data science.

My research is centered on the following topics:

  • Explainable Machine Learning Models
  • Integrating AI with Neuroscience
  • Sentiment Analysis from Text, Audio, and Video Data
  • Creating Biologically plausible Neural Networks (Tutorial)
  • Designing energy efficient spiking networks (Tutorial)
  • Kinematic analysis of human arm movement

šŸ”­ Iā€™m currently working on Cls-Evaluation 0.0.1 package.


github medium youtube linkedin kaggle

Languages and Tools

scikit_learn seaborn pandas Python Git Hadoop Power Bi R Tableau TensorFlow pytorch GitLab Grafana Keras OpenCV MySQL

Github Stats







Generated using Github Profilinator

References:

Contribution Graph

Snake animation

Special Note

There are many open source codes available in the data science field, so if you find any code that is reused from your original work, it was done unintentionally, so please inform me. I would like to credit you as the author of your work and include it in my "references section". Let us collaborate to learn and grow in order to provide meaningful service to society through creativity.

Swayanshu Shanti Pragnya's Projects

bigdata_mining-stanford- icon bigdata_mining-stanford-

In this course, the book 'Mining of Massive Datasets' by Jure Leskovec Stanford Univ. Anand Rajaraman Milliway Labs Jeffrey D. Ullman Stanford Univ has been referred.

data-mining icon data-mining

This project includes popular Data mining algorithms like Apriori, Eclat, DBSCAN.

lower_back_pain_analysis icon lower_back_pain_analysis

Lower back pain can be caused by a variety of problems with any parts of the complex, interconnected network of spinal muscles, nerves, bones, discs or tendons in the lumbar spine.

machine-translation icon machine-translation

NMT: Use of neural network models to learn a statistical model for machine translation.

mypy icon mypy

Optional static typing for Python

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