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Abhishek Koirala

@abhishekkoirala

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AI Researcher with expertise in Machine Learning and NLP.

Nepal

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What I'm looking for

I am looking for a role that fosters innovation, encourages collaboration, and offers opportunities for professional growth in AI and machine learning.

I am an AI Researcher with a strong background in Machine Learning and Natural Language Processing. With experience at FuseMachines, I focused on developing Physics Informed Neural Networks for handwriting verification using Transformer Networks. My journey in the tech industry has been marked by a commitment to innovation and excellence, particularly in the realm of AI.

Previously, I worked as a Machine Learning Engineer at PyFix Data Analytics, where I led the research and development of an NLP pipeline, including web scraping and named entity recognition models. My academic background includes a Master's degree in Computer Science from the Asian Institute of Technology, where I specialized in Data Science and AI, culminating in a thesis on COVID-19 fake news classification using deep learning techniques.

In addition to my technical skills, I have a passion for teaching and have served as a course instructor and lecturer at various institutions. I believe in the power of education to inspire the next generation of tech innovators and am dedicated to sharing my knowledge and experience with students.

Experience

Work history, roles, and key accomplishments

Current

AI Researcher

Current

FuseMachines

Jan 2023 - Jan 2024 (1 year)

Conducted research on Physics Informed Neural Networks for handwriting verification using Transformer Networks.

AI Research Neural Networks Transformers

Machine Learning Engineer

PyFix Data Analytics

Feb 2021 - Jan 2023 (1 year 11 months)

Developed an NLP pipeline including web scraping, data segmentation, data mining, and named entity recognition models.

Machine Learning NLP Web Scraping Data Mining Named Entity Recognition

Course Instructor

Institute of Engineering (IOE)

Feb 2021 - Jan 2023 (1 year 11 months)

Instructed courses on Natural Language Processing and Machine Translation for M.Sc. students.

Teaching Natural Language Processing Machine Translation Curriculum Development Student Engagement

Consultant Mobile Developer

Box24 Corp

Jan 2021 - Feb 2021 (1 month)

Provided consulting services in mobile development.

Mobile Development Consulting Software Development Project Management

NLP Engineer

Diyo.AI

Feb 2020 - Feb 2021 (1 year)

Researched and developed open and custom domain conversational agents for businesses.

NLP Research Developer Business

Teaching Assistant

Asian Institute of Technology

Feb 2020 - Feb 2021 (1 year)

Assisted in teaching and research in the Computer Science and Information Management Department.

Teaching Research Computer Science

NLP Engineer

Diyo.AI

Feb 2020 - Feb 2021 (1 year)

Developed open and custom domain conversational agents for various businesses in Nepal.

NLP Conversational Agents AI Development Business Solutions Custom Software Development

Graduate Student Assistant

Asian Institute of Technology

Jan 2020 - Feb 2020 (1 month)

Conducted research on low power IoT solutions and text classification.

Research IoT Classification Machine Learning Data Analysis

Consultant Mobile Developer

Box24 Corp

Jan 2020 - Feb 2020 (1 month)

Provided consultancy and development services in mobile application development.

Mobile Development Consulting Application Development Software Engineering Project Management

Team Leader

Silptech

Jan 2018 - Feb 2020 (2 years 1 month)

Led a team in various software development projects.

Team Leadership Project Management Software Development Agile Methodologies Communication

Mobile Developer

SoftNEP

Jan 2017 - Jan 2018 (1 year)

Developed mobile applications for various clients.

Mobile Development Application Design Software Development Android Development

Software Engineer

PodaMibe Nepal

Oct 2016 - Jan 2018 (1 year 3 months)

Worked as a software engineer focusing on various software development projects.

Software Engineering Development Project Management Team Collaboration Problem Solving

Mobile Developer

IT Training Pvt. Ltd.

Jan 2016 - Oct 2016 (9 months)

Developed mobile applications as part of training programs.

Mobile Development Training Application Development Software Engineering Educational Technology

Education

Degrees, certifications, and relevant coursework

Asian Institute of Technology

Master of Engineering, Computer Science

2018 - 2020

Grade: 3.42/4.00

Specialized in Data Science and AI with a focus on COVID-19 Fake News Classification using Deep Learning. Achieved a GPA of 3.42/4.00 and received an Excellent research grade.

Tribhuvan University

Bachelor of Engineering, Electronics and Communication

2010 - 2014

Grade: 63.21/100

Completed a Bachelor's degree in Electronics and Communication with a graduation project focused on a Wireless Computer Controlled Model Car. Achieved a percentage of 63.21/100.