Aakansha Dhawan
@aakanshadhawan
Software Engineer specializing in Machine Learning and Data Analytics.
What I'm looking for
I am a passionate and driven software engineer with a strong foundation in machine learning and data analytics. Currently, I work at JPMorgan as a Software Engineer, where I develop and support a Portfolio Management App for a fintech company, enabling users to track and manage their investments effectively. I hold a Master's degree in Machine Learning from the University of Nottingham and a Bachelor's degree in Computer Science and Engineering from CSJM University.
My professional journey includes roles such as Machine Learning Engineer at the University of Nottingham, where I developed end-to-end machine learning pipelines using TensorFlow Extended (TFX). I also served as an API Developer at QueensUS, creating REST APIs on AWS and leading the transition to microservices architecture. At Gnani.ai, I worked as a Backend NLP Developer, designing frameworks to improve voice bot accuracy and developing conversational voice bots for major insurance companies.
I am proficient in a wide range of programming languages, including Python, JavaScript, and Java, and have expertise in machine learning libraries such as TensorFlow, Keras, and Scikit-Learn. My experience also includes working with various tools and platforms like Git, Docker, and AWS. I am committed to leveraging technology to solve real-world problems and continuously seek opportunities to grow and innovate in my career.
Experience
Work history, roles, and key accomplishments
Software Engineer 3
JPMorgan
Jul 2024 - Present (11 months)
Creating and supporting a Portfolio Management App for a fintech company through data analytics, enabling users to track and manage their investments effectively.
Machine Learning Engineer
University of Nottingham
Apr 2023 - Oct 2023 (6 months)
Developed an end-to-end machine learning production pipeline using TensorFlow Extended (TFX) for scalable and efficient model deployment and serving.
API Developer
Quensus
Dec 2022 - May 2023 (5 months)
Created REST APIs on AWS using Lambda, API Gateway, and DynamoDB, enhancing secure and scalable data exchange.
Backend NLP Developer
Gnani.ai
Oct 2021 - May 2022 (7 months)
Designed a framework to collect and cluster real conversations, improving voice bot accuracy by 8% and developed a conversational voice bot for Bajaj Allianz General Insurance.
Education
Degrees, certifications, and relevant coursework
University of Nottingham
Engineering, Machine Learning
2023 - 2023
Worked as a Machine Learning Engineer, developing an end-to-end machine learning production pipeline using TensorFlow Extended (TFX) for scalable model deployment.
University of Nottingham
Master's in Machine Learning, Machine Learning
2022 - 2023
Studied Machine Learning, focusing on creating and supporting a Portfolio Management App for a fintech company through data analytics.
CSJM University
Bachelor's in Computer Science, Computer Science
2015 - 2019
Completed a Bachelor's in Computer Science, gaining foundational knowledge in programming, algorithms, and software development.
Tech stack
Software and tools used professionally
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