Niharika Abhange

Los Angeles, California advkkz@r.postjobfree.com Linkedin +1-213-***-****

EDUCATION

University of Southern California August 2022 - May 2024 Masters in Applied Data Science CGPA 4.0

Maharashtra Institute of Technology- World Peace University July 2018 - June 2022 Bachelor of Technology in Computer Science Engineering Distinction CGPA 9.29/10 Certification: Post Graduate Program in Artificial Intelligence by Great Lakes and July 2019- July 2020 University of Texas Austin

TECHNICAL SKILLS

● Expertise: Data Analytics, Python Programming, Database Management, Research Documentation, Machine Learning, Swarm Robotics, NLP, Computer Vision, Recommendation Systems, Deep Learning

● Languages and Tools: Python, SQL, Hadoop, Pyspark, Tensorflow, statsmodels, scikit-learn, OpenCV, Keras, Tableau, PyTorch, C, C++, Java, Tableau, Wolfram Mathematica, Selenium, Jira WORK EXPERIENCE

Truklay Global Private Limited March 2021- June 2021 Data Scientist

● Designed a 73% precise hybrid recommendation system specifically curated for the company

● Found insightful buying patterns and trends to boost business strategy based on company KPIs

● Dynamic system adapts to new data as the company grows and simulates 15000 data points per day PUBLICATIONS

Hip-Hop Culture Incites Criminal Behavior: A Deep Learning Study Springer, LNNS 5th World Conference on Smart Trends in Systems, Security and Sustainability London, United Kingdom

● Novel computational study to correlate popular cultures with social behaviour

● Unbiased and automated processing of over 500 lyrics and 1300 websites with LSTM and Naive Bayes

● Lead author and Presenter at World S4, London

COVID-19 Detection using Convolutional Neural Networks and Inceptionv3 IEEE Xplore GCAT 2021: IEEE Global Conference for Advancement in Technology Bangalore, India

● Published the first AI system to differentiate between COVID-19 and other lung diseases

● Inceptionv3 and a customized CNN system to detect ground glass opacities in human lungs

● A 91% system accuracy fit to use in rural areas with a lack of healthcare systems PROJECTS

Swarm Robotics: an adaptation of Cohort Intelligence December 2021-June 2022

● Led a team of 4 to design a novel intelligent robotic system which navigates randomised 3D terrain

● Optimized Cohort Intelligence and probabilistic learning with 80% success rate

● System can be deployed on Disaster Management, Agriculture, and Construction sites Automated Filtering and Noise reduction in Gravitational waves February 2021-March 2021

● Scripted a Python noise extractor for 17 gravitational waveforms from LIGO-Virgo detector

● Signal Processing python script to differentiate between gravitational waves and cosmic noise Self-generating email classification for Industries May 2019-July 2019

● Oversampled and classified a highly imbalanced and unfiltered dataset of emails for professional use

● Data manipulation, feature selection and simulation of data over 69 categories for industrial usage

● Employed Multinomial Naive Bayes, LSTM, Bidirectional LSTM, Bert and ULMFIT and algorithm boosting techniques

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