PMPoornima Mushigeri
@poornimamushigeri
Dedicated BSc Data Science student eager to apply analytical skills.
IndiaWhat I'm looking for
I’m Poornima Mushigeri, a passionate and driven Data Science graduate with a BSc (Hons) in Data Science and Analytics from Jain University. I specialize in machine learning, natural language processing (NLP), and data visualization, with hands-on experience building real-world projects — including a multilingual sentiment analysis model using BERT and an airline review dashboard powered by Power BI.
Skilled in Python, SQL, Power BI, Hugging Face Transformers, and Scikit-learn, I enjoy transforming raw data into meaningful insights that drive impact. I’m actively exploring AI/ML advancements and aim to contribute to solving global challenges through data.
Currently seeking opportunities internships or research roles where I can grow as a data professional and apply my skills to make a meaningful difference.
Experience
Work history, roles, and key accomplishments
Multilingual Instagram Comments Sentiment and Toxicity Analysis
Jain University
Jan 2023 - Present (2 years 5 months)
Developed a multilingual sentiment analysis pipeline to classify Instagram comments using the BERT-based multilingual model nlptown/bert-base-multilingual-uncased-sentiment. Manually extracted comments from Instagram posts and used APIs, capturing a diverse mix of languages and formats. Cleaned and preprocessed the data, addressing challenges like mixed-language text (e.g., Hinglish) and translite
Sentiment Analysis of Airline Reviews
Jain University
Jan 2023 - Present (2 years 5 months)
Conducted a comprehensive analysis of 23,171 airline reviews using Python, Pandas, Matplotlib, Seaborn, TextBlob, and WordCloud. Applied sentiment analysis to categorize reviews into positive (67.8%), negative (31.4%), and neutral (0.8%) sentiments and visualized distributions. Trained regression and sentiment analysis models, assessed using metrics like mean squared error and accuracy.
Education
Degrees, certifications, and relevant coursework
JUJain University
Bachelor of Science (Honours), Data Science and Analytics
Grade: 7.5 CGPA
Currently pursuing a Bachelor of Science (Honours) in Data Science and Analytics. The curriculum focuses on statistical analysis, machine learning, data visualization, and coding, preparing for data-driven problem-solving.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Social media
Job categories
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