Saumitra Sharma
I'm a full-stack software developer with 2+ years of experience in MERN stack and 3+ years in Python. I'm also familiar with Machine Learning, and Natural Language Processing.
Image credits: DALL.E
MY STRENGHTS
Ambition
I'm passionate about what I do, and never do things half-heartedly.
Precision
I believe it's pointless to do something if you're not going to do it well.
Assertive
I'm not afraid to ask the difficult questions and have the difficult conversations.
MY EXPERIENCE
Software Engineer @ Smarsh
2021 - 2023
As part of the Audio Backend team at Smarsh, I engaged in developing Smarsh’s transcriber-api to support audio transcription through third-party services like Amazon Transcribe, enhancing versatility with configurable settings. I also collaborated in the development of multiple RESTful API microservices on top of transcriber-api to enable seamless integration by cross-functional teams. Leveraged Docker and GitHub Actions to streamline the entire process
Machine Learning Intern @ Rakuten
2021
Analyzed 10+ distinct attributes of fashion articles, employing statistical methods to extract relevant data effectively
Conducted comprehensive training and evaluation of five multiclass classification models, carefully adjusting hyperparameters to achieve remarkable results: accuracy (88% – 93%) and F1-score (0.76 – 0.81)
Incorporated multiprocessing in the existing preprocessing framework to reduce the overall training time by 60%
EDUCATION
IIT Gandhinagar
2017 - 2021
Bachelor of Technology in Computer Science and Engineering
PUBLICATIONS
CARO: An Empathetic Health Conversational Chatbot for People with Major Depression
CoDS COMAD: Proceedings of the 7th ACM IKDD CoDS and 25th COMAD · Jan 15, 2020.
TESTIMONIALS