- Created a GUI based software for Prediction of Liver Transplant recipient using Machine Learning, based on dataset provided by UNOS and Keck Medical Center of USC using Python, Scikit Learn, Tensorflow and Keras.
- Implemented user based and item-based recommendation systems using Jaccard and Cosine similarity. Also implemented model-based recommendation system using Spark MLLib. Built these on Amazon Review Dataset using Scala and Spark.
- Building a knowledge graph based on art collection of Smithsonian American Art Museum. Using Scrapy, Beautiful Soup for website crawling and Snorkel, Spacy for information extraction.
- Achieved 89.1% accuracy with multi-class image classifier, using feed forward neural networks in Python by applying back-propagation algorithm without using any libraries.
- Designed Website for Adventure Gurus, built using Flask (Python web framework) and MongoDB, deployed on Amazon EC2.
Abhishek Jangalwa
University of Southern California, Los Angeles, California
Viterbi School of Engineering
Master of Science, Data Informatics
May 2019
A graduate student at USC, data science enthusiast, experienced full stack engineer!
Hi,
My name is Abhishek Jangalwa and, I am pursuing MS in Data Informatics. I am interested in applications of machine learning in real world problems. Currently I am working at USC Information Sciences Institute (ISI), as a graduate research assistant on the TILES (Tracking Individual Performance using Sensors) study. I am developing a Machine Learning Pipeline using Spark and Python which would help the Data Scientists to extract features from raw sensor data and start creating models within minutes, also providing means for model evaluation, cross validation and hyper-parameter optimization. I am also a part of BEAM which is a multi-disciplined group of post-docs, graduates, and undergraduates interested in the analysis and modeling of human behavior and experiences. I have practical experience of mining big data and end to end data science projects. I also possess in-depth knowledge of Web Development and Full Stack Engineering. Click here to see my updated resume (PDF) or view my Linkedin Profile.
Technical Skills
Machine Learning Pipeline Developer (Graduate Research Assistant) November 2017 to Present
USC Information Sciences Institute, Marina del Rey, CA
- Developing ML pipeline using Spark for TILES (Tracking Individual Performance with Sensors) study that enables Data Scientists to extract features from raw sensor data and start creating models within minutes, also providing means for model evaluation, cross validation and hyper-parameter optimization.
- Writing and re-factoring existing Python code for managing, cleaning and transforming data, collected from 6 sensors and various surveys.
- Constructing custom PySpark modules for time series data analysis.
Web Developer (Student Worker) November 2017 to December 2017
USC Information Sciences Institute, Marina del Rey, CA
- Creating and Managing the TILES (Tracking Individual Performance with Sensors Study) website using PHP, MongoDB, HTML, CSS, JavaScript, JQuery, hosted at sail.usc.edu/tiles.
Full Stack Developer, Founder Director January 2010 to April 2017
Paritosh Software Pvt. Ltd., Mandsaur, Madhya Pradesh, India
- Responsible for day-to-day running of business with an emphasis on product and business development.
- Spearheaded expansion and development initiatives in Mandsaur city, on ground as well as online.
- Identified and suggested new technologies and tools for enhancing product value and team productivity.
- Conceptualized, created and marketed engaging websites and LAN based softwares for over 100 clients.
- Trained and mentored over 100 engineering students; helped them initiate career in web development.
Academic Projects
Additional Projects
While I was a full stack engineer at Paritosh Software, India, I designed many websites. Some of those are still online and some have been redesigned. I also created many softwares using Linux-Apache-MySQL-PHP (LAMP) for billing, inventory management, online ticketing and other commercial use cases.
Official Website of Krantikari Reporter February 2017
Full Stack Developer @ Paritosh Software Private Limited, India
- Drafted fully responsive dynamic website with 3 levels of NEWS article presentation from scratch.
- Employed PHP, MySQL, HTML, CSS, Java Script and JQuery for Website development.
- Developed custom Admin Panel for updating and maintaining the website hassle-free.
Official Website of Agriculture Produce Marketting Committee, Mandsaur September 2011 – December 2011
Full Stack Developer @ Paritosh Software Private Limited, India
- Performed data collection for APMC Mandsaur, a government organization.
- 5000 plus daily active users (DAU) with a great social following on Facebook, serving over 1.2M users.
- Integrated bulk SMS system to reach more than twenty thousad users without access to the internet.
LAN Based Software Projects January 2010 – April 2017
Full Stack Developer @ Paritosh Software Private Limited, India
- Programmed solutions using Linux-Apache-MySQL-PHP (LAMP) for billing, inventory management, online ticketing and other commercial use cases.
- Conceptualized and created software solutions for around 50 government and private clients including Administrations, Educational Institutes, Manufacturers, Hospitals and Agricultural Produce Market Committees.
Find more on Portfolio.
Extracurricular
- Active member of Behavior and Experience Analysis and Modeling (BEAM) team at USC.
- Vice president of Adventure Gurus, a student run organization in USC.
Contact Me
jangalwa@usc.edu
+1 213-210-1939
My Git activity: