Data Analyst Sales

MANISH KUMAR

********@*****.*** +91-700******* Bangalore, India Porolio LinkedIn Github EDUCATION

Cerࢢficaࢢons

• Natural Language Processing

Coursera

Feb 2019 – August 2019 Naࢢonal Research University

• Deep Learning Specializaࢢon

Coursera

Oct 2018 – June 2019 deeplearning.ai

• TensorFlow in Pracࢢce Specializaࢢon

Coursera

March 2019 – July 2019 deeplearng.ai

• Applied Machine Learning

Coursera

July 2018 – Sep 2018 University of Michigan

• Python for Everybody Specializaࢢon

Coursera

Oct 2018 – Jan 2019 University of Michigan

• Data Science Specializaࢢon

Coursera

Nov 2017 – Oct 2018 Johns Hopkins University

Academia

• Master of Computer Applicaࢢons

Pondicherry University

June 2016 – May 2019 Puducherry, India

• Bachelor of Computer Applicaࢢons

Magadh University

June 2013 – May 2016 Patna, India

SKILLS

Hard Skills

Data Science, Deep Learning, Machine Learning, NLP, Data Analyst.

Programming Languages & Database

C, Python, R, SQL. PostgreSQL

Framework & Liabrary

Numpy, Pandas. Matplotlib, Scikit-learn, NLTK, Spacy, Tensorflow, Keras

So Skills

Leadership, Problem solving, Communicaࢢon, Collabora- ࢢon, Creaࢢve Thinking

Human Languages

English, Hindi

EXPERIENCE

Data Analyst Internship

redcarpetup.com

Dec 2018 – April 2019 New Delhi, India

• This company provide loan for students where my work is find the details of student and set the loan features of every stu- dents where am using tools like python, postgresql, pandas and scikit-learn.

Achievement

Mentor-Geࢰng and Cleaning data (Coursera)

May 2018 – Ongoing Remote

• Invited by Coursera for mentoring the final course of Data Sci- ence Specializaࢢon(Johns Hopkins University) because of my exemplary performance in course.

PROJECTS

Predict-Future-Sales

• It is from a kaggle compeࢢࢢon where we have to predict the future sales using Machine Learning or Deep Learning. It is a Advanced Regression Problem where Staࢢsࢢcs and ࢢme series analysis is also required

• Its data is taken by daily historical sales data. The task is to forecast the total amount of products sold in every shop for the test set. Where i create a robust model that can handle such situaࢢons is part of the challenge.

StackOverflow-assistant-bot

• Dialogue chat bot, which will be able to: answer programming- related quesࢢons (using StackOverflow dataset).

• chit-chat and simulate dialogue on all non programming-related quesࢢons.

Chatbot

• The Main objecࢢve of this project is to implement a Chatbot using Deep Learning and Natural Language Processing. The Chatbot is implemented using a Seq2Seq model which is made up of 2 Recurrent Neural Networks (RNN’s) namely the Encoder Recurrent Neural Network and the Decoder Recurrent Neural Network.

Time Series Forecast

• Unicorn Investors wants to make an investment in a new form of transportaࢢon - JetRail. JetRail uses Jet propulsion tech- nology to run rails and move people at a high speed! The in- vestment would only make sense, if they can get more than 1 Million monthly users with in next 18 months.

• In order to help Unicorn Ventures in their decision, i need to forecast the traffic on JetRail for the next 7 months. Twier Senࢢment Analysis

• The objecࢢve of this task is to detect hate speech in tweets. For the sake of simplicity, we say a tweet contains hate speech if it has a racist or sexist senࢢment associated with it. So, the task is to classify racist or sexist tweets from other tweets.

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