Affiliation
Computer Engineering Student. Dept. Electronics and Computer Engineering,. Pulchowk Campus Tribhuvan University, Nepal
Interests
- Data Manupulation (Machine Learning)
- Project Management
- Software Engineering (C++, Python)
- Photography
Technical Skills
- C/C++
- Python
- Numpy/Tensorflow
Publications
Lab Files
- Introduction to UNIX Commands and Shell Programming
- Lab Report on A Gentics Algorithm
- Lab Report on An Artificial Neural Network
- Lab Report on Constraint Programming
- Lab Report on Propositional Logic
- Familiarization with basic CT/DT functions
see Publications.
Educational/Work history
- 2022/06/01(End on 2023/06/01)~ Software Coordinator of PDSC
- 2019/08/01~ Pulchowk campus, Computer Engineering.
- 2017/04/01~ Kathmandu Bernhardt School, +2 level.
- 2007/03/01~ School Level.
Courses
- GAN Specialization(Coursera).
- Deep Learning Specialization(Coursera).
- Deep Learning with Tensorflow (EDX)
- Machine Learning(Coursera).
Honors and Awards
- Winner of GritFeat AI Hackathon 2023, Locus - Feb, 2022,(SWIFT’ is a wearable devices with hardware and AI models that detect falls in elderly people with 0.7986 accuracy, resulting in immediate emergency alerts to contacts.)
- Second RunnerUP of Dataverse, Locus - Jan, 2022,Dataverse Solution (NLP pased problem to classify abstract.)
- Winner of Best AI Project of Deltathon, DELTA 3.0 - Jan, 2022,Nepali Harvest (Designed a portal to help farmers that can predicting diseases, identifying optimal harvest times, and aiding with crop health assessment.)
- Winner of Image Challenge - AI Competition - Kathmandu University Computer Club - IT Meet 2022.
- Second Place - Docsumo DataRush, an AI and Data Science Competition 2022.
- Advance Level Winner- Capture The Flag 2022
- AI and Robotics Member - RAN.
- Joint Secretary - NTBNS.
Project
- Minor Project: Maithili_Lipi Used to classify Maithili_Lipi(Tirhuta) with high accurac, its begining of OCR for low resources language.
- IRB (Image Recognition Based) Robotics Arm (Image Processing, Signal Processing, Actuator Control): Research oriented, open source, Project under UN’s SDG3 - Good Health & Well-Being. Tech: Python, Arduino Programming, Arduino Toolkit, TensorFlow (May ’2020)
- Microsoft Rice Disease Classification Challenge (Computer Vision): AI model to classify Rice plant disease & fastly and efficently. Powered by ZINDI, LB score 0.077 and LB Postion 40. Tech: Python, Transformer(timm), Pytorch, Boosting Algorithm & Transfer learning. (August ’2022)
- Nepali Language (Devanagari Classifier, Nepali Sentiment Classifier, Nepali OCR Nepali Poem Generator): In devanagari letter classifier trained vgg16 model(acc. 0.94), To test accuracy of Nepali Language Transformer, i use nepali sentiment analysis score after fine tunning, and a simple OCR based on API of easyOCR Tech: Keras, Transformer, Pytorch, TF-IDF, NLTK (Past 2 Years)
- Unsupervised Model (VAE, GAN, C- GAN, AC-GAN, DC-GAN): Research oriented, Project for learning the behaviour of laten space and image manupulation. Tech: Python, Numpy, Tensorflow (Sep, 2021)
- NEPSE Simple(Web Development, Web Scraping, Telegram Bot): Created from scratch a nepal stock market data and present it in minimal enviroment constraint. Tech: Github Workflow, Automation in Scraping , HTML, CSS, WebSockets, JavaScript, RSS, XML ( Since 2020)
Find my CV > HERE.
Excuse me, but this, this is just a piece of paper, If I’m going to be worthy of this institution, I will show you in action. –>Tom and Jerry(Kayla)