Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Projects
Hobbies and Interests
Languages
Roles And Responsibilities
Timeline
Generic
Muskan Goel

Muskan Goel

Ghaziabad

Summary

Seasoned machine learning engineer proficient in implementing diverse neural networks including CNNs, ANNs, and LLMs. Specialized in innovating and applying new methods to tackle complex challenges, adept at prototyping for seamless deployment, ultimately enhancing customer engagement.

Overview

3
3
years of professional experience

Work History

Machine Learning Engineer

IDfy
07.2022 - Current
  • Developed and optimized object detection models like YOLO for accurate document validation which increased accuracy over 20%.
  • Trained Siamese network architecture for optimal performance in comparing and matching signatures
  • Utilized PaddleOCR to train and optimize recognition models for extracting key fields from documents.
  • Led initiatives to enhance model accuracy and efficiency in document validation and information extraction tasks.
  • Reduced OCR engine operating expenses by 90% while maintaining tat and accuracy

Machine Learning Intern

IDfy
01.2022 - 07.2022
  • Developed signature extraction API leveraging YOLO models to accurately extract signatures from documents.
  • Fine Tuned mobilenet which helped in classification of form type of documents

Education

Bachelor of Technology Computer Science (Btech) -

NIIT University
Neemrana, Rajasthan
07.2022

10th (CBSE Board) -

Cambridge School
Indirapuram, Ghaziabad

12th (CBSE Board) -

Cambridge School
Indirapuram, Ghaziabad

Skills

  • MySQL
  • NLP
  • Statistical Analysis
  • Machine Learning Algorithms
  • Deep learning
  • Performance Data Synthesis
  • Computer vision
  • Python programming

Accomplishments

  • 1st runner up of 'Smart India Hackathon,2019', Made a mobile application for the organisation 'Pepperfry' enhancing the online shopping experience by supporting it with augmented reality
  • Have been awarded the "CIRCLE OF CHAMPIONS" at IDfy for having Limitless attitude and dedication

Projects

Novelty detection

  • Research and Development of detection of novelty in data streams using machine learning techniques ( Support Vector Machine ) in python language

Advanced Intelligent Tourist Guide- Capstone Project

  • Developed a web application using Django Framework that gives all the details of a city to a tourist regarding the places, restaurants, shops, markets and facilitated bookings

Document Validation System

  • Specialized in refining YOLO-based object detection models to ensure precise validation of a diverse range of documents, enhancing accuracy and efficiency in verification processes

OCR Services

  • Implemented advanced Paddle OCR techniques to extract crucial information from both international and Indian cards, enhancing data extraction capabilities within document processing

Signature Match

  • Trained a Siamese network to effectively compare and match signatures, contributing to reliable and accurate signature verification systems.

Hobbies and Interests

  • Music
  • Books
  • Travel
  • Badminton

Languages

English, Hindi

Roles And Responsibilities

  • Technical Assistant, NIIT University

    -  Execution of IT related works using PHP and SQL on the Gatepass system

  • NanoElectronics Premeire League Coordinator, NIIT University

     - Organised NanoEPL 2019 and mentored around 200 students

  • Coordinator COEET, NIIT University

     - Under the guidance of Prof. Vijay Mandke. in the Field of Education Technology 

      -Additive curriculum for Data Science

Timeline

Machine Learning Engineer

IDfy
07.2022 - Current

Machine Learning Intern

IDfy
01.2022 - 07.2022

Bachelor of Technology Computer Science (Btech) -

NIIT University

10th (CBSE Board) -

Cambridge School

12th (CBSE Board) -

Cambridge School

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Muskan Goel