About
I am a dedicated Machine Learning Engineer with 2 years of experience in training and optimizing Machine Learning and Deep Learning models. My expertise spans a wide range of tasks, including Image Classification, Segmentation, Text Classification, Language Modeling, Speech Recognition, OCR, and more.
I possess a strong understanding of the internal mechanisms of deep learning models and algorithms such as CNN, RNN, Transformer, and LSTM. With a solid foundation in popular deep learning frameworks like PyTorch, TensorFlow, and Spacy, I have successfully implemented various projects.
Equipped with a comprehensive knowledge of associated libraries such as Scikit-learn, SciPy, NumPy, NLTK, pandas, OpenCV, and matplotlib, I am capable of leveraging the right tools to extract valuable insights from data.
As a quick learner, I am always excited to take on new challenges. I thrive both independently and as part of a collaborative team, bringing a proactive approach and strong problem-solving skills to the table.
Passionate about cutting-edge technology, I am constantly exploring the latest advancements in the field of Machine Learning. I believe in the transformative power of AI and its potential to shape the future.
Experience
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2023 - present Building World’s First AI Digital Human Teacher
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Large Language Models
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RAG
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Finetuning
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Feb - July 2023 I helped Logistics industry respond to quote and tracking emails in less than a minute using email automation system along with improving Internal email classification system by 15%
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Large Language Models
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BERT
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PyTorch
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2022 - 2023 Detect and recognize table and cell structure from bordered,partially-bordered and borderless tables. Extract information from Invoices such as invoice no, poid, vendor details, and bill details. Experiment with different OCR methods to detect and recognize Text in Documents Research on Text-to-Speech in the Nepali Language
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Natural Language Processing
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Transformers
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Computer Vision
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Projects
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Background Blurring with Image Segmentation
This project uses Image Segmentation algorithms to find background and foreground of any image containing person and Blurs the background to give image nice potrait look.
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Python
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Tensorflow
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Flask
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Neural Style Transfer
Implementation of Neural Style Transfer Algoritm to copy style of any image to another content Image which finally outputs a nice styled Image.
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Python
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Tensorflow
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Keras
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Computer Vision
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My Venue
My Venue is a venue booking website, where any logged in user can book venues like, party place, pub etc to organize their events. Users can book and confirm the place and pay from website itself, so it provides all in one service.
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Python
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Django
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MySQL
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HTML
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CSS
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JavaScript
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