find top 3 similarties for the followig job description and resume:
job description:
B.Tech / M.Tech degree in Computer Science from a premiere institute.
Should have 1 - 5 years of experience in designing, developing and deploying software, preferably Statistical and Machine Learning models.
Ability to work independently with strong problem solving skills.
Should have excellent knowledge in fundamentals of Machine Learning and Artificial Intelligence, especially in Regression, Forecasting and Optimization.
Should have excellent foundational knowledge in Probability, Statistics and Operations Research/Optimization techniques.
Should have hands on experience thorugh ML Lifecycle from EDA to model deployment.
Should have hands on experience data analysis tools like Jupyter, and packages like Numpy, Pandas, Matplotlib.
Should be hands-on in writing code that is reliable, maintainable, secure, performance optimized.
Should have good knowledge in Cloud Platforms and Service oriented architecture and design
resume:
I have over 7 years of combined experience in the fields of data science and machine learning. I've led many data science projects in a wide array of industries. I mainly program in Python using its popular data science libraries.For deep learning, my go to framework is PyTorch. I’ve also worked a significant amount with relational databases and cloud environments.Worked on diverse array of projects where I used my machine learning expertise to build and advise external clients on how to move forward with  Write your response with exactly 3 paragraphs, separated with the markdown divider: ***.
user