I saw your advertisement for a data analysis project on freelancer and knew I was perfect for the job. I have all the qualifications you requested and I am ready, eager and willing to work. As you will see from my resume, which I have attached for your review, I am well qualified. Please take a moment and review my resume i have completed project on Personalized Cancer diagnosis, And i am working on Mechanism of action. I would love to get together and further discuss this position with you. I am available anytime. You can reach me on my cell at +918951730096 advance for your consideration.
i have done projects on ML algorithms which includes KNN, Naive Bayes, Logistic Regression , Linear SVM, Random Forest, GBDT.
Project 1 :- Personalized Cancer diagnosis. Task :- To classify the given genetic variations/mutations based on evidence from text-based clinical literature.
Summary:- I Have used NLP techniques to preprocess data which are categorical features ex:- Bag of words, response coding, TF-IDF. I have contributed to reducing the loss for 0.98 after doing all the feature engineering.
Project 2:- Mechanisms of action( In Progress) Task:- To classify the mechanisms of action for given drug sample. Summary:- i am working on data analysis, statistical modeling, reduction by Correlation techniques and Dimensionality Reduction by PCA.