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Milan Varghese
Kerala, India0 followers0 following
- About
- Target
- IELTS
- GRE
Male
Kerala, India
Work ExperienceFounding Engineer
Neuflo Solutions Pvt Ltd - Full Time
Aug 1, 2023 - Present · 2 yrs 9 mos
Kerala, India
AI /ML Engineer - Associate
Ernst & Young - Full Time
Jul 4, 2022 - Aug 30, 2023 · 1 yr 2 mos
Kerala, India
Intern
Zoho Technologies PVT LTD - Internship
Nov 17, 2021 - Apr 13, 2022 · 5 mos
Tamil Nadu, India
ProjectsExperiments in Form Digitalization
Role - AI Intern
for Academic
Nov 15, 2021 - May 13, 2022
● Conducted an extensive research project on the digitalization of forms using machine learning techniques.
● Examined the fields of document AI and form element detection to extract information from different
categories in fillable form such as check boxes, text areas and .
● Built a form element detection model using YOLOv3 architecture, achieving an 84% F1 score in detecting text
boxes, lines, and inputs. An LSTM model was implemented for annotation classification and information
extraction from receipts, obtaining an F1 score of 76% with bounding box information.
● Implemented a LayoutLM architecture to improve comprehension of text and layout information, obtaining a
remarkable F1 score of 95.69 percent on the SROIE 2019 Receipt dataset.
UAV Payload Delivery System
Role - Engineer
for Academic
Oct 1, 2019 - Mar 31, 2020
● Developed a quadcopter capable of delivering small parcels as an undergraduate independent project.
● Defeated obstacles by conducting extensive investigations and collaborating.
● Designed and fabricated a payload case using CAD and CNC cutting. Arduino and servo actuators were
programmed for precise control.
● Presented a detailed project report demonstrating research and technical expertise.
Research PapersDeep Learning-based Sentiment Analysis on COVID-19 News Videos
Apr 21, 2022 - Springer
PDF
Deep_Learning-based_Sentiment_Analysis_on_COVID-19_News_Videos.pdf
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