Neha Sharma

Experience

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  DRM NORTHWEST INC

  Nov 2013 - Feb 2014

  Intern

  -Maintenance issue related electronics interlocking-High speed train project-Microwave communication

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  Arm-bedded electronics Pvt. Ltd

  Oct 2015 - May 2017

  Electronics engineer

  -Worked on embedded system-Circuit designing and programming-GSM based Anti-collision system design-IR sensor based automatic door operator system design

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  Techvya innovations pvt. ltd.

  Feb 2020 - Nov 2020

  Intern

  -- Investigate, determine and recommend solution.-- Development of Business Model Canvas.-- Data quality test from the ERP system to data lake.-- Project management application development for crowd management.

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  CodeOp

  Mar 2020 - Sept 2020

  Data Analyst

  TECHNICAL PROJECTS:1.Build a recommendation engine for The movie dateset. Technologies used: python, matplotlib, seaborn, machine learning (sci-kit learn, XGBoost), Content based recommendation ,Natural Language processing, Cosine similarity.2.Build a classifier for own Spotify data to see whether i like the song or not, and build a recommendation model. Technologies used: python, Data scraping using Web API, machine learning classification, content based recommendation, Manhattan distance.3. Predicting Home Credit Default Risk: A standard classification problem, using cat-boost, xgboost kind of models to predict clients' repayment abilities. 1st position on public leader board on Kaggle platform.4. House-prices-advanced-regression-techniques: A standard regression problem, using different ML models to predict housing prices.5. Open Data BCN rent price analysis: Exploratory Data Analysis for "average rent/ month and average rent/surface for Barcelona city". Show less

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  Freelance

  May 2020 - Sept 2021

  Freelancer

  Responsible for individual tasks I bid on mostly related to data science and machine learning. Proojects:-- Image Recognition for MNIST dataset,-- Point Pattern analysis of Cholera outbreak in Soho, London/The John Snow project-- Statistic analysis for patients on Ventilator,-- NLP, data science & analysis. Jupyter notebook and python anaconda expertise

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  University of Tartu Institute of Computer Science

  Sept 2021 - now

  Junior Researcher