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Shailesh (RID : 210ulopfyvs9)

designation   Data Science

location   Location : Noida

experience   Experience : 12 Year

rate   Rate: $16 / Hourly

Availability   Availability : Immediate

Work From   Work From : Offsite

designation   Category : Information Technology & Services

Shortlisted : 0
Total Views : 46
Key Skills
Data Science ETL Django
Discription

Key Projects Undertaken

 

Smart System Designer (SSD)

 

Scope: Confidential in collaboration with Client Anew Design Automation, has developed a US-patented platform. This platform is a valuable tool for hardware designers, aiding them in selecting the correct hardware components during the design process. The project involves collecting hardware component data from various sources and organizing it to enable designers to shortlist the components they require easily. The platform streamlines the component selection process, enhancing efficiency and accuracy in hardware design.

 

Job Responsibility:

 

  • My core responsibility is to define a roadmap and also establish a technical vision with the development team and work with developers to turn it into reality.
  • Design the high-level and low-level architecture of the project
  • I have a comprehensive role that entails overseeing the end-to-end project deliverables, maintaining constant communication with the client, and providing them with regular progress reports.
  • In the project, we implemented various data extraction processes to gather information from manufacturer websites such as Texas Instruments and Analog Devices. We also extracted data from manufacturer datasheets to ensure comprehensive coverage of relevant details. Additionally, we utilized vendor APIs like Silicon Expert to retrieve specific data points.
  • To enhance usability, we classified the extracted text and developed scripts to insert the data into a database in a structured and tabular format. This facilitated easier access and analysis of the collected information.
  • We also implemented time series forecasting techniques to optimize the supply chain of integrated circuits (ICs). This enabled more accurate demand planning and inventory management.
  • In terms of data processing, we wrote ETL (Extract, Transform, Load) scripts to efficiently handle data integration and transformation tasks. We also developed a log analysis script to analyze and extract valuable insights from log files.
  • To provide a robust web framework, we utilized Django to develop a server that supported seamless interactions with the platform and ensured smooth data retrieval and presentation.
  • Furthermore, we incorporated PDF processing capabilities into the system. By parsing PDF documents, we were able to automatically identify and highlight the required information, improving efficiency in data extraction and analysis.
 
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