Open to opportunities

Pawan Sapkota

@pawansapkota

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Machine Learning Engineer with expertise in AI and data processing.

Nepal

Message

What I'm looking for

I seek a role that fosters innovation in AI and offers growth opportunities.

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

Current

Machine Learning Engineer

Current

Fusemachines

Aug 2023 - Present (1 year 9 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.

Machine Learning fastAPI Vertex AI API Integration Data Processing Python TensorFlow

Current

Instructor

Current

Acme Engineering College

Mar 2023 - Present (2 years 2 months)

Currently teaching Artificial Intelligence and Machine Learning to undergraduate students, focusing on practical applications and conducting hands-on workshops and project-based learning.

Teaching Artificial Intelligence Machine Learning Project Based Learning Curriculum Development

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.

Teaching Artificial Intelligence Machine Learning Curriculum Development Lecture Delivery

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).

ETL SQL Integration Services Pl SQL Data Warehousing Python Shell Scripting SDLC Optimization Database Management

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.