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)
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