About me
I am a full stack software engineer with over one year of experience, specializing in Python, JavaScript, and AI technologies. My expertise spans both frontend and backend development, allowing me to build comprehensive, end-to-end solutions.
I have a strong focus on AI, and always enjoy working on integrating intelligent systems into scalable web applications. My versatile skill set enables me to develop and deploy machine learning models while ensuring robust and user-friendly interfaces.
Work Experience
Associate Software Engineer
July 2024 - Present
Bajra Technologies
I work with Flask and NLP to develop and optimize software solutions. After completing a data entry and review platform, I’m now building a chat widget that can be integrated into any website. I also conduct code reviews and help fellow developers improve code quality and productivity.
Senior Trainee, ML
April 2024 - July 2024
Bajra Technologies
I’ve worked on machine learning projects using PyTorch and Pandas, focusing on improving data processing and model training efficiency. I collaborated with my team to enhance the performance of our speech-to-text (STT) model, successfully reducing the Word Error Rate (WER) from 26% to 15.66%, and delivering actionable insights. Along the way, I gained hands-on experience with libraries like NumPy, Pandas, PyTorch, HuggingFace, and LangChain, contributing to various data analysis and machine learning projects.
Python Trainee
Jan 2024 - April 2024
Bajra Technologies
I gained hands-on experience in Python programming through collaborative efforts on various web development projects. Along the way, I also acquired knowledge in software development practices, Agile methodologies, version control systems, and database management techniques, which helped me better understand the full cycle of software development.
Frontend Intern
April 2023 - July 2023
Eastern Hawk Solutions Pvt. Ltd.
I enhanced the user interface of two client websites using Bootstrap, HTML, and CSS. I collaborated with the EHS team to implement design updates based on client feedback, which significantly improved the overall user experience.
Services
Frontend Web Development
Responsive and dynamic web applications using React, HTML, CSS, and JavaScript, ensuring optimal performance and clean UI/UX design.
Backend Web Development
Scalable backends using Flask and FastAPI with Postgres for efficient data management and API integration.
AI Model Finetune
fine-tune machine learning models with HuggingFace, PyTorch, and Pandas, improving model accuracy for specific applications.
Retrieval Augmented Generation
Implement retrieval-augmented generation using Langchain and ChromaDB to enhance search systems and AI-driven content generation.
Natural Language Processing
Build NLP solutions, including text classification and sentiment analysis, using HuggingFace, PyTorch, and Pandas for robust language models.
AI-Powered Web Applications
Develop intelligent web applications that integrate AI models for real-time decision-making and automation.
Portfolio
NP Font Mapper
A Python package that maps Nepali TTF fonts to Unicode based Nepali Characters. It preserves english words by utilizing techniques like Vector Similarity Search and Levenshtein distance
Technologies Used:
Levenshtein NLTK PythonContact
Where to find me
Gatthaghar, Bhaktapur
Nepal
Email Me At
amrregmi@gmail.com