Pooja Shettigar profile photo 1 on Tal

Pooja Shettigar

M.Sc Data Science

Bantwal

< 1 year of work experience

Vinyasa Tech Solutions
Jan 20265 mosMay 2026

Mangaluru

• Built an end-to-end deep learning image classification system using MobileNetV2 (Transfer Learning, TensorFlow, Keras) for mushroom genus and toxicity prediction across 5+ species classes, achieving over 85% test accuracy. • Automated image data collection via the iNaturalist API, building a dataset of 5,000+ images; applied preprocessing and augmentation to improve model generalisation by ∼15%. • Deployed the solution as a real-time Streamlit application, enabling non-technical users to upload images and receive instant toxicity predictions with confidence scores. • Evaluated model performance using Accuracy, Precision, Recall, and F1-score, producing a detailed report for stakeholders.
TrueByte Innovation LLP
Jan 20264 mosApr 2026

Bengaluru

• Analysed datasets of 3,000+ student and business records using Python, SQL, and Excel to uncover trends informing product decisions. • Designed 3+ interactive Power BI and Tableau dashboards, reducing stakeholder reporting time by ∼30% by replacing manual Excel reports. • Improved data quality by ∼20% through systematic cleaning, preprocessing, and validation pipelines across analytical workflows. • Generated automated performance reports for a Student Management System, supporting continuous improvement initiatives across academic programs.

Education

St. Aloysius (Deemed to be University)

Master of Science, Data Science

St. Aloysius (Deemed to be University)

20242 yrs2026

Bachelor of Science, Mathematics and Physics

University College, Mangalore

20213 yrs2024

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Pooja Shettigar on Tal

Headline

M.Sc Data Science

About

M.Sc Data Science graduate passionate about transforming data into meaningful insights. Skilled in Python, Power BI, and Tableau, with a strong analytical mindset and problem-solving abilities. Driven by curiosity, continuous learning, and a passion for creating impactful data-driven solutions. Eager to begin my professional journey and contribute to innovative teams in Data Science and Analytics.

Location

Bantwal

Work experience

AI/ML Intern at Vinyasa Tech Solutions, Jan 2026 - May 2026 · 5 mos, Mangaluru, • Built an end-to-end deep learning image classification system using MobileNetV2 (Transfer Learning, TensorFlow, Keras) for mushroom genus and toxicity prediction across 5+ species classes, achieving over 85% test accuracy. • Automated image data collection via the iNaturalist API, building a dataset of 5,000+ images; applied preprocessing and augmentation to improve model generalisation by ∼15%. • Deployed the solution as a real-time Streamlit application, enabling non-technical users to upload images and receive instant toxicity predictions with confidence scores. • Evaluated model performance using Accuracy, Precision, Recall, and F1-score, producing a detailed report for stakeholders.

Data Analyst Intern at TrueByte Innovation LLP, Jan 2026 - Apr 2026 · 4 mos, Bengaluru, • Analysed datasets of 3,000+ student and business records using Python, SQL, and Excel to uncover trends informing product decisions. • Designed 3+ interactive Power BI and Tableau dashboards, reducing stakeholder reporting time by ∼30% by replacing manual Excel reports. • Improved data quality by ∼20% through systematic cleaning, preprocessing, and validation pipelines across analytical workflows. • Generated automated performance reports for a Student Management System, supporting continuous improvement initiatives across academic programs.

Education

Master of Science, Data Science, St. Aloysius (Deemed to be University)

Bachelor of Science, Mathematics and Physics, University College, Mangalore

Pooja Shettigar - AI/ML Intern in Bantwal | Tal