ESSY THOPPIL
Bangalore,India
Summary
Data Engineer with work experience from HP Inc and a strong background in machine learning, data analysis, and algorithm development from the University of Liverpool, looking forward to making a significant contribution to the success of the company. Keen to develop skills and can work in a fast-paced, deadline-driven environment.
Overview
3
3
years of professional experience
7
7
years of post-secondary education
1
1
Certification
Work History
Computer Systems Security with AI, Intern
HP Inc
Bristol, United Kingdom
06.2022 - 12.2022
- 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 was reduced by 55%
AI Software Developer, Intern
ThinkPalm Technologies
Kochi, India
02.2020 - 08.2020
- 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, United Kingdom 09.2021 - 12.2023
Master of Computer Applications (MCA) -
Federal Institute of Science And Technology
Angamaly, India 08.2018 - 08.2020
Bachelor of Computer Applications (BCA) -
Rajagiri College of Management And Applied Science
Kochi 05.2015 - 05.2018
Skills
- Machine Learning (Tensorflow / Keras / PyTorch / Scikit-learn)
- Extract, transform, and load (ETL)
- Data Warehousing and Data Integration
- Python
- Jupyter notebook
- C, C, C#, Java
- Django
- Microsoft Azure
- Amazon AWS, PowerBI
- Apache Spark, PySpark
- Hadoop
- SQL / MySQL / T-SQL
- ASP NET, PHP
- UNIX, LINUX
- Git
- Excellent Communicator
- Organised Time Management
- Team player
- Analytical and problem solver
Accomplishments
- Winner of the Research Paper competition on the subject: 'Wireless network and applications over 100Ghz: 6G and beyond' in 2020 at FISAT
- Worked as the coordinator for college and department Tech-Fests during MCA at FISAT college
- Elected as the College Arts Secretary in 2017 at Rajagiri College
- Elected as the event head for the Computer Science department at the Inter-college fest in 2020 at FISAT
- State-level winner at CBSE State Youth Festival for dance
- Winner at the Kerala State Tourism Development Corporation (KTDC) dance competition
- Throw-ball school and college Team Captain, and won CBSE State level Throw-ball Championship
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
Timeline
Computer Systems Security with AI, Intern
HP Inc
06.2022 - 12.2022
MSc - Big Data and High-Performance Computing
University of Liverpool
09.2021 - 12.2023
AI Software Developer, Intern
ThinkPalm Technologies
02.2020 - 08.2020
Master of Computer Applications (MCA) -
Federal Institute of Science And Technology
08.2018 - 08.2020
Bachelor of Computer Applications (BCA) -
Rajagiri College of Management And Applied Science
05.2015 - 05.2018
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