Ishparsh Uprety | Associate Machine Learning Engineer

Hi, I'm Ishparsh Uprety.

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Self-driven, quick starter, smart working programmer with a curious mind who enjoys solving a complex and challenging real-world problems.

About

Well, I am working as Associate Machine Learning Engineer at Bottle Technology, Jhamsikhel. Currently, I am working on OCR for Nepali Citizenship where I am involved in image enhancement and NLP/NER using spacy. Talking about my education I have completed my Bachelor's of Technology in Computer Science and Engineering from IIMT University, Meerut. Beside my education I have done different kind of training from coursera in Data Science and Google Compute Engine. My aim is to work with data to address real-world issues that has affected millions of people.

Languages: Python, C, C++, HTML/CSS
Databases: MySQL, PostgreSQL, MongoDB, SQLite
Libraries: NumPy, Pandas, OpenCV, Matplotlib,
Frameworks: Flask, Django, Keras, TensorFlow, PyTorch, Bootstrap
Tools & Technologies: Git, Docker, AWS, GCP, JIRA

Looking for an opportunity to work in a challenging position combining my skills in Machine Learning Engineering, which provides professional development, interesting experiences and personal growth.

Experience

Bottle

Machine Learning Engineer

Worked on Image pre-processing, Noise removal, feature extraction techniques & built web application for broker company with auto fill feature by implementing OCR on Citizenship, Bank Cheque, and BOID information.
Performed research on efficient OCR tool available on AWS, Google Cloud, NanoNets, EasyOCR & Tesseract.
Designed a model to extract image from citizenship and enhanced them to calculate matching probability with selfie images .
Designed a NER model using Spacy 3.0 as well as for better result annotation of data was also implemented.
Tools: Python, Flask, Spacy, EasyOCR, Tesseract

December 2021 - Present | Lalitpur, Nepal

Bottle

Machine Learning Intern

Created web application that predicts age, gender, sentiments using S3, Lambda and Boto3
Developed Corona cases visualizing and predicting web applications and worked on various AI ML projects on Sagemaker
Created docker container on AWS that remove the noises from image using S3, Lamda and Boto3
Develop a Flask Web App Using Using AWS EC2.
Tools: Python, Flask, OpenCV, Keras, Tensorflow, PyTorch

September 2021 - December 2021 | Jhamsikhel

Projects

Covid Prediction

A Covid Prediction

Accomplishments

Tools: Python, Flask, Numpy, Pandas,CNN,Git
Upload a X-Ray of your chest the API.
The API will try to predict whether person is infected from covid or not

Image Alignment

A image alignment for aligning the documents

Accomplishments

Tools: Python, OpenCV, Tesseract
Upload the document which need to be aligned
It calculates the degree of the document and estimate the degree it needs to be rotate