About

Mayank Soni is a highly skilled Software Dev Engineer I at Swiggy with a Bachelor of Technology degree from the prestigious Indian Institute of Technology, Kharagpur. With 2.20 years of relevant experience, Mayank is a proficient software engineer with expertise in machine learning, data science, stemming, stop words, and backend development. Mayank has previously worked as an SDE Intern at Amazon and a Data Science and ML Intern at Profeza. During his internship at Profeza, Mayank worked on the Smart Sales App project, where he extracted data from websites through crawling and scraping and stored tabular data as CSV and text data in the form of documents. He preprocessed the data by removing unwanted documents, stemming the words, and removing general stop words as well as words that did not seem relevant to play a role in document clustering using a self-made collection of words. Mayank converted preprocessed text to vector space models using vectorizers and reduced the dimensions to get the best features. He applied K-Means and Hierarchical clustering algorithms, coefficients, and improved the algorithms to create better clusters. Mayank also identified various sections from publications by converting their PDFs to HTML and training machine learning models. He built a database model, wrote data calling queries, and created APIs for the proper functioning of the back-end of the app. Currently, Mayank is working as an SDE-II at Swiggy, where he is responsible for developing and maintaining software applications that meet the needs of the business. He is a highly motivated and detail-oriented professional who is skilled in delivering high-quality work within tight deadlines. Mayank is a team player who works collaboratively with others to achieve common goals. Overall, Mayank Soni is a highly skilled and experienced software engineer with a strong background in machine learning, data science, stemming, stop words, and backend development. He is a valuable asset to any team and has a proven track record of delivering high-quality work.