Vipra Singh

Vipra Singh Artificial Intelligence | Data Science | Deep learning | Python Contact info: Address: Q-3, Sector 25, Gurugram, Haryana, 122002, INDIA, Phone: (- Email:- LinkedIn: www.linkedin.com/in/vipra-singh-03610a115/ GitHub: https://github.com/vsingh9076 Quora: www.quora.com/profile/Vipra-Singh-1 SUMMARY Driven Data Science Intern ready to thrive in demanding digital intelligence processing environments. Well-informed on latest machine learning advancements. Ready to combine tireless hunger for new skills with desire to exploit cutting-edge data science technology. Components that contribute to my work : • Key packages/ libraries: Pandas, Numpy, Scikit-learn, xgboost, Matplotlib, Seaborn, TensorFlow, Keras, SpaCy, Textblob, Gensim, NLTK, OpenCV • O.S.: Windows, Linux • Tools : MS Excel, MS word, Simulink, IBM Watson • IDE: Jupyter Notebook, Spyder, Google colab, Atom.io • Code review and documentation: Github EXPERIENCE Spotle.ai - Data Science Intern 04/2020 Current • Successfully completed data science, NLP and deep learning projects in python, illustrating progress made during various tasks in the GitHub documentary. BSNL - Telecommunications Trainee Kashipur, Uttarakhand • 06/2015 - 07/2015 • Carefully observed and studied how the telephone exchange works. CETPA Infotech Pvt. Ltd - Microprocessors Trainee Noida, Uttar Pradesh • 05/2014 - 07/2014 • Completed training in ARM7 using C programming. SKILLSANDKNOWLEDGE Statist ical analysis, SQL, Machine lear ning, Data M ining, Predict ive modelling, Python, Data Analytics, MATLAB, MS Excel, Data Science, Deep Learning, Natural Language Processing (NLP) , C, C++, Data structur es and Algorit hm s, HTML, CSS. • Interpersonal skills: Leadership, Time management, Communication, Teaching, Team work. ACADEMICRESEARCHANDPROJECTS • Bangalore House Price Prediction - Exploratory Data Analysis (EDA), feature engineering, gridsearch cv for linear regression, lasso regression, decision tree regression. • Named Entity Recognition using LSTMs with Keras - Bi-directional LSTMs, Multi-label classification • Sentiment Analysis of Twitter Dashboard after COVID-19 lockdown - Lemmatization, topic modeling, data cleansing, Latent Dirichlet Allocation (LDA). • Comcast Telecom Consumer Complaints - EDA, Natural Language Processing (NLP), Topic modeling. • Image Classifier Model for MNIST Dataset - Sequential Neural Network with TensorFlow • Lending Club Loan Data Analysis - Feature Transformation, EDA , Additional Feature Engineering, Linear Regression • Blind Equalization using NARX Neural System - MATLAB/Simulink. PUBLICATION V. Singh and S. Mathur, "Blind Equalization with NARX Neural Networks," 2019 Women Institute of Technology Conference on Electrical and Computer Engineering (WITCON ECE), Dehradun Uttarakhand, India, 2019, pp. 95-99 [IEEE Explore] EDUCATION Simplilearn Alumni 2020 - Master's Artificial Intelligence • Coursework in Data Science, Deep learning, Machine learning and NLP along with capstone projects in each. College Of Technology, G.B.P.U.A&T, Pantnagar - 07/2019 - Master of Technology: MTech, Electronics and Communication • Graduated in Top 1% of Class • Majored in Electronics and Communication • Minored in Information Technology • Graduated with 8.58 GPA • Thesis: Blind Equalization of Bipolar 2-PAM and 4-QAM signals using Non-linear Autoregressive Exogenous Input Neural System. • Received AICTE PG scholarship • Awarded first prize in painting competition Inderprastha Engineering College- 07/2016 Bachelor of Technology: BTech, Electronics and Communication • Majored in Electronics and Communication • Minored in Management • Graduated with Honors • Dissertation: Hexagonal Fractal Antenna for Multi-band Communication • Member of Infosys Campus Connect Program Central Board Of Secondary Education 05/2011 Senior Secondary: Science Education • Coursework in Physics, Chemistry, Maths, Computer Science and English. • Graduated with FIRST Division. • Elected as House Captain. • Awarded for the dynamic performance as a leader. LICENSES & CERTIFICATIONS • IBM Data Analytics Specialization | Coursera (Present) • Google Cloud Platform Big Data and Machine Learning | Coursera (Present) • Python Specialization | Coursera • Natural Language Processing | Spotle.ai • Python for Data Science | Simplilearn • Introduction to Databases and SQL Querying | Udemy • Research Paper Presentation in Electrical and Computer Engineering | IEEE • MATLAB Project Course on Massive MIMO • IBM Watson for Chatbots | Simplilearn and Millimetre Wave (mm Wave) MIMO • Data Science with Python | Simplilearn Technologies for 5G Networks | IIT-Kanpur • Deep Learning with TensorFlow and Keras | • Infosys Campus Connect Program | Infosys Simplilearn VOLUNTEERING Donate an Hour – India as a mentor (September, 2019 - Present). (http://donateanhour.org) 2