Shireen Khan
Mumbai, IN
Currently at
Omdena
Working since 2023
Work experience
7 months
Avg tenure: 0 months
Artificial Intelligence
University of Mumbai
Jul 2021 - Jul 2023
Bachelor of science
G.N Khalsa College of Arts, Science and Commerce
Jul 2017 - Jul 2020
About
Mumbai
Work experience
7 months
Omdena
3 month
Junior Machine Learning Engineer
May 2023 - July 2023
Collaborating with a team of data scientists and developers to preprocess text data, engineer features, and build predictive models in Python using libraries including spaCy and sci-kit-learn. Conducting data analysis on large datasets of text and survey responses to identify relevant features and develop predictive models. Developing data visualizations and insights to communicate findings to the project team. Leveraging sentiment analysis techniques to analyze unlabeled text data and label the data as positive or negative based on the sentiment score. Using the labeled data to improve the accuracy of predictive models for roommate compatibility, resulting in a 15% increase in model accuracy.
TCS iON
4 month
NLP Intern
September 2022 - December 2022
Engineered a text preprocessing pipeline using Regular Expression, resulting in a 40% reduction in processing time for 50k documents. Constructed a Bag of Words (BOW) model and a TF-IDF matrix to improve feature representation for NLP models, leading to a 25% increase in classification accuracy for sentiment analysis. Performed sentiment analysis using VADER Sentiment Analysis and machine learning approaches. Developed a Deep Learning Model using Long Short Term Memory (LSTM) for sentiment analysis on IMDb movie reviews.
Education
University of Mumbai
2021 - 2023
Artificial Intelligence in Masters
July 2021 - July 2023
- Successfully completed Master's in Artificial Intelligence, specializing in exploratory data analysis, data visualization, data interpretation, machine learning frameworks, model building, descriptive and statistical analysis of data, as well as advanced techniques such as natural language preprocessing, deep learning, computer vision, and reinforcement learning. - Earned valuable certifications from TCSION in: 1. Intro to Artificial Intelligence 2. Machine learning and its application to real world 3. Robotic Automation Process (RPA) 4. Vision intelligence 5. Reinforcement learning
G.N Khalsa College of Arts, Science and Commerce
2017 - 2020
Bachelor of science in Mathematics
July 2017 - July 2020
- Attained a bachelor's degree in mathematics from Khalsa College, exhibiting a strong commitment to academic achievement. - Developed advanced problem-solving and analytical skills through coursework as a dedicated mathematics student. - Acquired comprehensive proficiency in Java, C++, Python, and SQL as a foundation for computer programming. - Earned a prestigious diploma certificate in Python and Data Science, showcasing a commitment to continuous learning and skill development.
Projects
Data Analysis
Jul 2023 - Present
University of Mumbai
Data Visualization, Statistical Model, Predictive Model, Machine Learning, Deep learning, NLP, LLMs, MySQL
Awards & achievements
General Mills Hackathon
Nov 2022
