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Ekta Shah

Data Scientist

Mumbai, Maharashtra, India8 yrs 9 mos experience
Most Likely To Switch

Key Highlights

  • Mentored over 30 young professionals in data science.
  • Expert in machine learning and big data technologies.
  • Passionate about solving complex data problems.
Stackforce AI infers this person is a Data Science expert with a focus on machine learning and analytics in various industries.

Contact

Skills

Other Skills

Big Data AnalyticsCC++CSSCascading Style Sheets (CSS)Coding LanguagesData AnalysisData AnalyticsDatabasesHTML5JavaJavaScriptLinuxNetworkingPHP

About

"Data Science is creating wonders all around"!! A self-reliant learner, a team player, a programmed leader, and a goal-focused person describes me the best. I am highly adaptable - a strong virtue that is highly required in solving any kind of data-related problem. I thoroughly enjoy solving complex problems. Reading and writing are my permanent hookups. Engineer at the core. MTech in Data Science. I thoroughly enjoy working with new programming languages like Python, R programming, SAS etc. I am adept at Machine Learning, Artificial Intelligence, and Big Data technologies. I have recently even got some exposure in dealing with Natural Language text problems. I have worked with image classification, churn prediction, classical ML problems, reinforcement learning problems, and also some audio analytics. Reach out to me if you are looking out to solve a complex data problem. I enjoy interacting with young minds and also new entrants into the data science space. If you would want me to conduct any kind of a session related to data science, you can DM me. I am a mentor and I have groomed more than 30 young folks in reaching their goals. Please reach out to me on the link under the profile picture.

Experience

Msci inc.

Associate Data Scientist

Jan 2024Present · 2 yrs 2 mos · Mumbai, Maharashtra, India · Hybrid

Quantiphi

2 roles

Associate Architect - Machine Learning

Apr 2023Jan 2024 · 9 mos · Mumbai, Maharashtra, India

Senior Machine Learning Engineer

May 2021Mar 2023 · 1 yr 10 mos · Mumbai, Maharashtra, India

  • Speaker Diarization, Speech Sentiment Analysis
  • Time series forecasting for web traffic
  • Image Segmentation and Shadow Generation using GAN Modelling
  • Semantic Segmentation for floor plans
  • Distributed training for image segmentation and shadow generation
  • Containerization for algorithms and Sagemaker implementation
  • MLops platform - Development of components and pipelines for the end to end product

Bits pilani work integrated learning programmes

Visiting Professor

Nov 2022Apr 2023 · 5 mos

Svkm's nmims mukesh patel school of technology management & engineering

Board Member - Board of Studies

Apr 2022Present · 3 yrs 11 mos · Mumbai, Maharashtra, India

Preplaced

Mentor

Sep 2021Present · 4 yrs 6 mos

Sdbi - school of data science & business intelligence

Visiting Faculty

Sep 2021Apr 2022 · 7 mos · Mumbai, Maharashtra, India

Bse institute ltd

Visiting Faculty

May 2021Jul 2021 · 2 mos · Mumbai, Maharashtra, India

Svkm's narsee monjee institute of management studies (nmims)

Visiting Professor

Dec 2020Nov 2023 · 2 yrs 11 mos · Mumbai, Maharashtra, India

  • Teaching Natural Language Processing, Artfiicial Neural Networks to BTech and MTech Data Science Students

Freelance

Freelance Technical Writer

Nov 2020Nov 2021 · 1 yr

  • Wrote Guest blogs for smartoutlook.com on Data Science topics

Expertrons

Career Coach

Aug 2020Aug 2021 · 1 yr

Viacom18 media private limited

Senior Executive - Data Science & Analytics

Jul 2020May 2021 · 10 mos · Mumbai, Maharashtra, India

  • 1. Audio Analytics - Replacing bollywood songs with self created music by using audio fingerprinting and recognition, ML algorithms cutting costs of digital licensing by 100%
  • 2. Churn Prediction for Voot and Voot Kids
  • 3. Customer Lifetime Value Prediction
  • 4. Mixpanel Dashboards and Reporting

Yay! - celebrating education

Mentor

Jul 2020Feb 2021 · 7 mos · Mumbai, Maharashtra, India

  • Mentoring students and teaching data science

Analytics india magazine expert network

Writer

Mar 2020Nov 2020 · 8 mos

  • Writing articles and insights for Analytics India Magazine related to data science

General mills

Data Science Intern

Dec 2019May 2020 · 5 mos · Mumbai

  • 1. Created an application for inspiration of new recipe making and increase in sales
  • Worked on an application for image classification and recipe suggestions - CNN, Transfer Learning, Hue, Tensorflow, Keras, Android Studio, SQL, Flutter
  • 2. Prediction of out of stock products(classification ML case) - Regression, Decision Trees, Clustering, Random Forests
  • 3. Category Forecasting for products considering the COVID scenario - Outlier analysis, Outlier Handling Techniques, Modelling

Mactores

Data Science Intern

May 2019Sep 2019 · 4 mos · Mumbai Area, India

  • Created a ML pipeline for fetching data, data pre-processing, visualization on GCP for route adherence. Created data visualization dashboards for Safety and operational KPIs using Google Data Studio and Tableau. Utilities-GCP, AWS, Python, Tableau, Google Data Studio, Machine Learning - Logistic Regression

Pranetics business consulting pvt ltd

Content Writer Intern

Jun 2018Jul 2018 · 1 mo · Mumbai, Maharashtra, India

  • Wrote articles for the Blog section containing articles to encourage women to invest in mutual funds on the pranetics website. Social media marketing for its product HerMoney was also one of the subtasks.

Bnp paribas india solutions private limited

Associate

Jun 2016Jul 2018 · 2 yrs 1 mo · Mumbai Area, India

  • 1. Worked with LAP (Local Accounting Platform Team)
  • 2. LME Team (Software Developer) - Developed various codes for bug fixing, improvement and other infrastructure changes. Data sources- Atlas 2, OMR etc for reporting
  • Technologies - Unix, Putty, Shell scripting, C++, Python, Sybase, Jira, SQL - triggers and procedures, Excel
  • 3. QA Team (QA Tester) - Performed UAT and regression testings for LME jiras and also handled 7 major releases as a release manager. Worked on development tools and created dashboards for tracking work status

Education

SVKM's Narsee Monjee Institute of Management Studies (NMIMS)

Master of Technology - MTech — Data Science

Jan 2018Jan 2020

Thadomal Shahani Engineering College

Bachelor’s Degree — Information Technology

Jan 2013Jan 2016

Shri Bhagubhai Mafatlal Polytechnic

Diploma — Information Technology

Jan 2010Jan 2013

gopi birla memorial school

Tenth

Jan 2000Jan 2010

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