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Hey πŸ‘‹, I'm Shrikanth Singh!

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Glad to see you here!

I am a Data Scientist with a Master of Science in Computer Science, I have a strong background in developing and implementing machine learning models and data-driven solutions.

My experience at Conrad Electronics SE includes contributing to projects such as a demand forecasting model, optimizing the company's search engine using NLP algorithms, and identifying patterns to deter fraudulent transactions. I am well familiar with the Google Cloud Platform (GCP) and have experience with process engineering methodologies such as Scrum, Kanban, and Scrumban.

πŸ“« How to reach me: Gmail Badge

πŸ˜„ Pronouns: Learner/He/Him/His

πŸ“ Resume - About Me

πŸ“Š Research - Academia


Rapidfire

  • πŸ”­ I’m currently working on the optimization of the Demand Forecasting Model

  • 🌱 I’m currently learning specific components of MLOps - Airflow, and Kubernetes. Transitioning from Pandas to Spark πŸ˜‰

  • ❓ Ask me about anything related to NLP, Search optimization, Predictive Analytics


Languages and Tools

MySQL Git Keras Terraform GCP GraphQL PostgreSQL Python TensorFlow Kubernetes Raspberry Pi LaTeX Flask PowerShell Bash Docker MongoDB Linux pytorch Arduino GitLab

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Shrikanth Singh's Projects

chars2vec icon chars2vec

Character-based word embeddings model based on RNN for handling real worldΒ texts

eda_nlp icon eda_nlp

Code for the EMNLP-IJCNLP paper: Easy data augmentation techniques for boosting performance on text classification tasks.

m5-methods icon m5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

mlbookcamp-code icon mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

model-deployment icon model-deployment

This playlist covers model deployment covered as part of course in YouTube - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5PlN1jwOB3jVZE6nYTVswk

nltk-and-spacy icon nltk-and-spacy

Comparison between NLTK and spaCy libraries for basic NLP tasks on Legal datasets.

the-nlp-pandect icon the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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