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Priyanka Paudel

@priyankapaudel

Machine learning engineer with expertise in AI and software architecture.

United States
Message

What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my machine learning expertise to solve complex problems and contribute to impactful projects.

I am a dedicated Machine Learning Engineer with a strong background in artificial intelligence and software architecture. My journey began with a Master's in Computer Science and AI from the University of Missouri-St. Louis, where I honed my skills in machine learning and data analysis. I have successfully contributed to various projects, including reducing Word Error Rate in automatic speech recognition by 20-30% and improving background noise reduction in real-world audio recordings.

Throughout my career, I have worked with leading organizations like Fusemachines and FeatherWebs, where I developed robust machine learning pipelines and innovative solutions such as a RASA-based chatbot and an applicant tracking system. My experience also includes implementing face recognition technologies and architecting scalable web applications that significantly increased revenue for my previous employer. I am passionate about leveraging my skills to create impactful solutions that drive efficiency and enhance user experiences.

Experience

Work history, roles, and key accomplishments

UL
Current

Undergraduate Student Teacher

University Of Missouri ST Louis

Aug 2024 - Present (1 year 2 months)

Independently instructed course Intro to Python Computing, covering fundamental programming concepts, data structures, and problem-solving techniques. Designed and delivered lectures, lab sessions, and coding sessions.

UL

Graduate Teaching Assistant

University Of Missouri-ST Louis

Jan 2024 - Dec 2025 (1 year 11 months)

Assisted professors in grading assignments, exams, and projects for undergraduate courses. Conducted lab sessions and discussion sections, reinforcing course concepts for students.

FU

Machine Learning Engineer

Fusemachines

Nov 2021 - Nov 2023 (2 years)

Worked on multichannel, multisource speech separation, reducing Word Error Rate (WER) by 20–30% in automatic speech recognition (ASR). Improved Source-to-Interference Ratio (SIR) by 12 dB, significantly reducing background noise in real-world audio recordings.

UP

Software Engineer

UptechSys

Aug 2019 - Feb 2020 (6 months)

Revised and architected Django REST APIs and AWS-based background workers to handle millions of daily requests, enabling third-party entities to extract data from unstructured documents with a scalable solution. Engineered web applications using front-end and back-end technologies: HTML5, CSS, JavaScript, and Django for retail stores and consultancies.

Education

Degrees, certifications, and relevant coursework

University Of Missouri-ST Louis logoUL

University Of Missouri-ST Louis

Masters in Computer Science and AI, Computer Science and AI

2023 -

Currently pursuing a Master's degree in Computer Science and AI. Expected to graduate in December 2025.

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Priyanka Paudel - Undergraduate Student Teacher - University Of Missouri ST Louis | Himalayas