Pranav Agarwal Email & Phone Number

Irvine, Ca, Us

Irvine, California, United States

• Improved cancer survival prediction accuracy to 89% using transfer learning on patch image and whole slide images with PyTorch. Worked in collaboration with Dr. Jana Lipkova.• Achieved 81% base model accuracy by applying Principal Component Analysis (PCA) to reduce dimensionality of extracted features to train SVMs, Linear Regression and KNN models.

Irvine, California, United States

Student representative for the MDS Program.Support admissions, corporate, and recruitment events throughout academic cycle.Support the creation and development of ideas for marketing campaigns.Be the liaison for prospective student.

Huntington Beach, California, United States

• Saved $10,000 per aircraft per month by predicting equipment health with multiple models trained on vibrational, temperature, pressure, and usage cycle data using Python.• Increased model accuracy to 96% by developing an ensemble model combining LSTM for temporal data and XGBoost for categorical features to improve accuracy and efficiency.

Irvine, California, United States

• Engineered a program in the UCI INCHES Lab with Dr. Angela Lukowski’s using Python and spaCy to automatically parse narrative data into propositional phrases, enhancing the efficiency of analyzing event memory studies.• Developed and implemented flexible rules to accommodate varied subjects and verbs within the narratives, ensuring the program's adaptability to different datasets. Reduced manual work of 2 weeks to 1 day.

Bengaluru, Karnataka, India

• Reduced monthly security alerts by 20% by employing analytical Bayesian methodologies using python to improve precision of alert systems by minimizing false positives and increasing recall. • Achieved annual cost savings of $70,000 by integrating a recommendation engine built on python utilizing historical usage patterns to optimize cloud resource menu offerings.• Engineered a comprehensive dashboard via Amazon QuickSight, synthesizing user data metrics to furnish actionable insights… Show more • Reduced monthly security alerts by 20% by employing analytical Bayesian methodologies using python to improve precision of alert systems by minimizing false positives and increasing recall. • Achieved annual cost savings of $70,000 by integrating a recommendation engine built on python utilizing historical usage patterns to optimize cloud resource menu offerings.• Engineered a comprehensive dashboard via Amazon QuickSight, synthesizing user data metrics to furnish actionable insights for informed decision-making, project management and strategic planning. Show less

Andhra Pradesh, India

Engineered a chatbot employing natural language processing techniques, reducing customer service response time by 1.7 hours; Substituted L1 level support functions saving of $1 million.Innovated a chatbot analyzer capable of identifying areas of low performance and providing actionable insights for enhancement, contributing to a 30% surge in chatbot utilization.

Vellore, Tamil Nadu, India

Participated in research projects involving ML and AI.Organized club competitions that help and motivate students to learn coding.Organized weekly meetups to teach students above and beyond curriculum.Led weekendlabs - an intitiative to teach students advanced computer science topic on the weekends.Participated in code your dreams - an initiative to teach the underprevileged computer science and its aspects.

Bengaluru, Karnataka, India

Contributed to the software development of markerless Augmented Reality (AR), culminating in the creation of a pioneering prototype;slashed the time required for AR object development by 70%.Orchestrated the design and initial coding of a key feature within the flagship iOS product, a contribution instrumental in driving annual sales to reach $10 million.Implemented performance optimizations within Unity, guaranteeing seamless gameplay experiences on less powerful devices, broadening… Show more Contributed to the software development of markerless Augmented Reality (AR), culminating in the creation of a pioneering prototype;slashed the time required for AR object development by 70%.Orchestrated the design and initial coding of a key feature within the flagship iOS product, a contribution instrumental in driving annual sales to reach $10 million.Implemented performance optimizations within Unity, guaranteeing seamless gameplay experiences on less powerful devices, broadening the user base by 16%. Show less

Master'S Degree, Data Science

Activities and Societies: Student Ambassador - Master's of Data Science Research based on text compression - zfpy Machine Learning.

Bachelor Of Technology, Computer Science

Activities and Societies: Research fellow at ACM VIT. Organized Weekend Labs - teach fellow students advanced concepts outside.