Hi, I am Chaithanya Kumar, I am a data scientist working on a plethora of things. I wanted to jot down my learning here, if you find it useful, then great!

About

Hi!, Chaithanya Kumar here, I am looking for a role.

Over 6 years of experience in data science. Currently reasearching MLOps and AIOps techniques.

Previous experience:
  • I have worked on consulting and research projects in areas like retail, e-commerce and Healthcare insurance, worked on text data, used categorical embeddings , paragraph vector embeddings and other vector space models like doc2vec and word2vec.
  • Built an Agent based modelling and simulation package in python and worked on spark streaming for complex event processing, these were of paramount to evaluate the robustness and performance of applications built on blockchain for marketsN. With the support of these two services we were able to achieve ~3000 transactions per minute on blockchain product developed.
    • Expertise in deep learning, machine learning and visualizations.
  • Assisted over 2000 students (and counting) to learn and make a career in data science, visualization and deep learning as a part of PG Diploma course in Data Science @INSOFE
  • If you have Python, ML, AI, Visualizaition related questions, you can reach out to me on Linkedin

Download Resume

Skills

Data Science Skills
  • Predictive Analytics techniques: Linear Regression, Logistic Regression
  • Machine Learning techniques:Naive Bayes, KNN, Clustering, Decision Trees, Ensemble Models (Random Forests and heterogeneous ensembles), SVM, XGBOOST, GBM.
  • Text Mining techniques:Language modelling, Topic modelling, Sentiment Analysis, Page ranking, Text classification.
  • Deep Learning techniques:Deep Neural Networks, Convolutional Neural Networks (CNN), Object detection, Recurrent Neural Networks (RNN), Long Short term Memory (LSTM), Embedding techniques like word embedding, paragraph embedding, categorical embedding, doc2vec, entity extraction.
  • Optimization techniques:Genetic Algorithms, Linear programming.
Technical Skills
  • Python
  • Keras
  • Tensorflow 2.x
  • R
  • Power BI
  • Tableau
  • Docker
  • Django
  • flask
  • git
  • dvc

Contact

Feel free to contact me
Name
Chaithanya Kumar
Email
chaithanyakumar43@gmail.com
chaithanyakumar.ds@gmail.com
PS: That background picture was taken by me :). I know very little html,css and js, this page template was given by some kind friends and I made changes to suit my taste.