Pawan Sapkota
@pawansapkota
Machine Learning Engineer with expertise in AI and data processing.
NepalWhat I'm looking for
I am a dedicated Machine Learning Engineer currently working at Fusemachines, where I design and implement AI-powered document extraction workflows for U.S. real estate documents. My role involves integrating advanced APIs like Vertex AI and OpenAI to enhance data processing efficiency and automate information retrieval. I take pride in leading the end-to-end development of a Document Structure Recognition model, which includes dataset generation, training, and post-processing to address structural inconsistencies across diverse document types.
In my previous position as a Database Trainee at Cotiviti Nepal, I designed ETL pipelines using Microsoft SQL Server Integration Services (SSIS) and optimized data storage and retrieval systems with PL/SQL. My academic background includes a B.E. in Electronics and Communication Engineering from the Institute of Engineering, where I gained a solid foundation in programming, machine learning, and data mining. I am also actively involved in teaching AI and ML courses at Kathmandu College of Technology and Acme Engineering College, where I focus on practical applications and hands-on learning.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer
Fusemachines
Aug 2023 - Present (2 years 10 months)
Designed and implemented AI-powered document extraction workflows for U.S. real estate documents, integrating APIs like Vertex AI and OpenAI. Led the development of a Document Structure Recognition model and deployed a production-grade FASTAPI application to enhance data processing efficiency.
Instructor
Acme Engineering College
Mar 2023 - Present (3 years 3 months)
Currently teaching Artificial Intelligence and Machine Learning to undergraduate students, focusing on practical applications and conducting hands-on workshops and project-based learning.
Instructor
Kathmandu College of Technology
Feb 2024 - Apr 2024 (2 months)
Taught courses on Artificial Intelligence and Machine Learning to undergraduate students, delivering lectures and conducting practical sessions focused on industry-relevant applications.
Database Trainee
Cotiviti Nepal
Nov 2022 - Jan 2023 (2 months)
Designed ETL pipelines using Microsoft SQL Server Integration Services (SSIS) and optimized data storage systems with PL/SQL. Gained experience in Python and the Software Development Life Cycle (SDLC).
Education
Degrees, certifications, and relevant coursework
Fusemachines
AI Fellowship, Machine Learning
2023 - 2023
Participated in a specialized training fellowship focusing on Machine Learning, Deep Learning, Natural Language Processing, and Computer Vision.
Institute of Engineering (IOE), Pulchowk Campus
Bachelor of Engineering, Electronics and Communication Engineering
2017 - 2022
Completed a Bachelor of Engineering in Electronics and Communication Engineering, covering relevant courses such as Object-Oriented Programming, Discrete Mathematics, Computer Networks, Machine Learning, Data Mining, and Signal Processing.
Tech stack
Software and tools used professionally
Availability
Location
NepalAuthorized to work in
Social media
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