Client Background

Client: A leading Technology, Information and Internet firm in India

Industry Type:  IT

Services: Emerging Technologies, 2030, and 2050

Organization Size: 10+

The Problem

The objective was to analyze, research, and propose data science solutions in the product based on the product design, use cases, and services.

Our Solution

  1. Analyze each use case
  2. Analyze product design
  3. Analyze user type, controls per use cases
  4. For each use case and available product design, 
  1. provide solution or scope of the data science capabilities 
  2. List attributes needed in each of the product design screens
  1. List use cases are driven by the data
  2. For each data-driven use cases
          a. Research and design the data science solution

       b. List needed data

       c. List process

                     d. List models

                     e. List solution

  1. Help product design team with data science use cases
  2. Help product design team with data science solutions for each use case

Deliverables

Statement of Work (SoW) with a solution documentation

  1. Data science use cases document
  2. Data science solution for each use cases document
  3. Data Science methodology, algorithms needed, models, recommended and more in a good documentation

Tools used

  1. Google docs
  2. Microsoft word
  3. Draw.io
  4. Excel
  5. Google Draw

Language/techniques 

Python- Flask 

Models used

  1. K-Nearest Neighbours
  2. K-Means Clustering
  3. NLTK
  4. DeepAvlov
  5. Spacy
  6. Texttiling
  7. Eclat
  8. LSTM

Skills used

  1. Aptitude for functionalities
  2. Problem-solving
  3. Communication
  4. Data Modelling
  5. Data Pipelining
  6. MLOps
  7. NLP
  8. Recommender systems

Databases used

Amazon S3

Web Cloud Servers used

AWS EC2

Business Impact

  1. Collaboration with the client to identify the scope and use cases for the platform
  2. Cost Effective approach taken to document solutions 
  3. Regressive R&D to find and document third-party solutions for certain use cases- saving cost and time.

Project Snapshots 

Contact Details

Here are my contact details:

Email: ajay@blackcoffer.com

Skype: asbidyarthy

WhatsApp: +91 9717367468

Telegram: @asbidyarthy 

For project discussions and daily updates, would you like to use Slack, Skype, Telegram, or Whatsapp? Please recommend, what would work best for you.

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