Skills and Core Competencies

Programming Languages

  • Python
  • C++
  • C
  • Java
  • SQL
  • R
  • MATLAB
  • BASH

Domain Skills

  • Data Structures & Algorithms
  • Object Oriented Design
  • Machine Learning
    • Classification
    • Regression
    • Clustering
    • Decision Trees
    • Ensemble Methods
  • Deep Learning
    • ANN / CNN / RNN
    • RBM / DBM
    • GANs
    • DBN
    • LSTM
    • Deep Reinforcement Learning
  • Reinforcement Learning
  • Distributed Computing
  • API & Application Design
  • Containerization & Operations
  • Cloud Native ML Solutions

Python Frameworks & Libraries

  • ML/DL FWs
    • TensorFlow
    • PyTorch
    • Keras
    • Theano
    • MXNet
    • CAFFE
  • PyData Stack
    • NumPy
    • Pandas
    • Scikit-Learn
    • Scipy
  • Web FWs
    • Flask
    • Django
  • Visualization FWs
    • Matplotlib
    • Bokeh
    • Seaborn
  • CV FWs
    • OpenCV
    • PIL
    • pytesseract
  • NLP
    • NLTK
    • Gensim
    • spaCy
    • BERT
    • HuggingFace
  • Text-Scraping
    • Beautiful Soup
    • Scrapy
    • Selenium
    • Requests
  • MLOps FWs
    • KubeFlow
    • Kedro

Soft Skills

  • Knows how to learn
  • Knows how to Google
  • Knows when to approach others
  • Self-reliance
  • Can-do attitude
  • Team Player
  • Communication
  • Can be mentored, can mentor others.