Neha Sharma Email & Phone Number

Mountain View, Ca, Us

Greenville, South Carolina, Us

Chicago, Illinois, Us

Jacksonville, Fl, Us

• Developed and designed ETL processes for data migration using Python and SQLAlchemy.• Analyzed historical data and built forecasting systems to determine future business opportunities and metrics.• Formulated data-driven suggestions and recommendations to optimize the company’s SEO/SEM strategies and to evaluate ROI.• Built predictive models to help sales and marketing team prioritize leads and increase the lead conversion rate.• Developed an automated reporting system for marketing department using Python on Django Web Framework.• Designed and maintained multi-layer dashboard in RShiny for interactive views and trends with user-level security.

• Developed a Python based web scraper to automate data collection of user reviews from publicly accessible web services.• Optimized algorithm for selection of HTML DOM elements using BeautifulSoup and Selenium headless driver in Python.• Preprocessed collected data using NLP techniques for text manipulation and filtering using Python libraries like NLTK, pandas and numpy.• Analyzed positive/negative sentiment for user reviews using optimized version of VADER algorithm in Python.• Visualized the results to derive insight of difference in consumer experience for online and local retailers categorized by type of business.

Springfield, Il, Us

• Responsibility: Worked as Data Science Researcher under the supervision of Dr. Elham Sahebkar to perform analysis on Southern Illinois Area Pediatric health records.• Analyzed and preprocessed healthcare data for frequent sequence rule mining using SQL and R• Generated sequences using cspade function provided in the arulesSequences package for mining frequent sequential patterns in the data.• Performed data exploration using statistical & predictive modeling techniques in R.• Derived significant correlations and specific correlations in the data using machine learning algorithms (Association rule learning, K-means algorithm).• Analysis of correlations resulted in re-examination of approaches and treatment plans for the patients by clinician researchers.

Pune, Maharashtra, In

• Implemented refactoring of Android apk to make it capable of computational offloading.• Migrated the large computations and complex processing by converting apk to smali using the Apktool to get the modified form of Java source code.• Automated the identification of anchored and remote classes by scanning smali files using Java.• Recompiled and deployed proxy enabled Android app on mobile devices and non-proxy enabled component on cloud server.• Achieved optimized performance of multiple Android apps and benchmarked results on Android simulator.

Master Of Science - Ms, Computer Science

Bachelor Of Engineering (Be), Computer Engineering