Summary
Overview
Work History
Education
Skills
Certification
Additional Information
Timeline
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Essy Thoppil

Liverpool

Summary

Machine learning professional and Data Engineer with experience at HP Inc. in developing and deploying models. Proficient in Python, ML libraries, Docker, and CI/CD practices, with a strong background in data analysis from the University of Liverpool. Eager to contribute to the company's success in a collaborative, fast-paced environment.

Overview

2
2
years of professional experience
1
1
Certification

Work History

Computer Systems Security With AI, Intern

HP Inc
06.2022 - 01.2023
  • Led end-to-end research projects within specialised focus area of System Security through AI and Data Science using UEFI variables in Python
  • Conducted research on UEFI variables using machine learning algorithms to detect system security threats, intrusion detection and threat mitigation mechanisms rooted in robust hardware components
  • Data collection, model development, and experimentation to derive meaningful insights and discover patterns relevant to system security
  • Analysed by preparing data through cleansing, fusion, and applying advanced algorithms like CNNs (Convolutional Neural Networks) and using Regression for mapping function that predicts quantitative output over 2000 system data
  • Through this research, risk of hacking PCs will be reduced by 55%.

Artificial Intelligence Software Developer

ThinkPalm Technologies
02.2020 - 12.2020
  • Built software using Machine Learning algorithms in Python, implementing Tensorflow, Keras, and PyTorch to develop various real-time applications on client-based systems
  • Achieved 20% improvement in sentiment analysis accuracy through implementation of machine learning algorithms, reducing code integration time by 15% through adoption of Azure DevOps
  • Implemented Natural Language Processing (NLP) techniques to perform Sentiment Analysis
  • Generated new datasets to support analysis and development of models
  • Utilised Azure DevOps and Git for streamlined code branch management, fostering seamless collaboration with remote team members while actively collaborating with other development teams.

Education

MSc - Big Data and High-Performance Computing

University of Liverpool
Liverpool, UK
07.2024

Master of Computer Applications (MCA) -

Federal Institute of Science And Technology
08.2020

Bachelor of Computer Applications (BCA) -

Rajagiri College of Management And Applied Science
06.2018

Skills

  • Programming Languages: Python, C, C, Java, JavaScript, SQL, C#
  • Machine Learning Libraries: TensorFlow, Keras, PyTorch, Scikit-learn, Pandas
  • Tools & Technologies: Docker, Jupyter Notebook, Git, Azure DevOps, AWS
  • Model Management: Experience with MLflow and DVC for versioning and managing ML models
  • CI/CD Practices: Expertise in GitHub Actions for continuous integration and deployment
  • Data Management: ETL, Data Warehousing, and Data Integration techniques
  • Cloud Platforms: Proficient in AWS; familiarity with Azure

Certification

  • Amazon AWS Data Analytics certification from Amazon Web Services
  • PowerBI certification from LinkedIn
  • Hands-on workshop in Machine learning with PHP conducted by the Cochin University of Science and Technology (CUSAT), India
  • Hands-on workshop for Django conducted by FISAT, India
  • Hands-on workshop for Angular JS conducted by FISAT, India
  • Udemy course: Complete Guide to TensorFlow for Deep Learning with Python

Additional Information

Available to start immediately | Sponsorship visa required

Timeline

Computer Systems Security With AI, Intern

HP Inc
06.2022 - 01.2023

Artificial Intelligence Software Developer

ThinkPalm Technologies
02.2020 - 12.2020

MSc - Big Data and High-Performance Computing

University of Liverpool

Master of Computer Applications (MCA) -

Federal Institute of Science And Technology

Bachelor of Computer Applications (BCA) -

Rajagiri College of Management And Applied Science

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Essy Thoppil