Welcome to My Portfolio
Hi, I am Salon
An AI/ML enthusiast transforming ideas into intelligent solutions. Explore my projects, learn from my insights, or collaborate to create impactful technology.
About Me
I started my journey in the creative world of video editing and digital marketing, where I first learned how to connect with an audience. That curiosity eventually pulled me into web and mobile development, and today, I’ve evolved into an AI/ML Engineer. This long path from the creative side to the technical deep end gives me a perspective most engineers don't have: I don't just care about how the code looks I care about how it solves a human problem. Whether I’m fine-tuning LLMs for translation or building an app, I’m focused on making technology that is as smart as it is useful.
Research & Projects
A look at my research, projects, and ideas
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Skills & Achievements
Projects, growth, and recognitions
Frontend Tools: Angular, WordPress, JavaScript, TypeScript, React, Next.js
Backend Tools: Python, C++, Django, Flask
Android Development: React Native, Kotlin, Android Studio
Databases: Redis, SQLite, PostgreSQL, MySQL, MongoDB
AI / LLM Tools: LangChain, LlamaIndex, OpenAI API, Hugging Face, FAISS, Pinecone, Ollama, vLLM, ChromaDB
Cloud Computing: AWS, Microsoft Azure
Dev & Management Tools: Git, Docker, Slack, Jira, Notion
Operating Systems: Linux, Ubuntu, Kali Linux
Authored Research Paper: Parameter-Efficient Fine-Tuning of LLaMA 3.1 for English-Nepali Medical Translation using LoRA.
Developed a high performance virtual trading platform that empowers investors to practice market strategies using real time NEPSE data and advanced portfolio tracking.
Engineered and deployed a niche-focused web application that successfully scaled to 10,000+ organic users, managing high-volume traffic and concurrent data requests.
Designed and launched an AI driven educational tool that automates the note-taking process for students by capturing and summarizing live lectures.
Web Development: Built and deployed responsive web applications optimized portfolio for SEO and Google AdSense, achieving full monetization through high-quality technical content.
Latest Post
Check our latest post and blogs
Why Your Chatbot Stopped Making Things Up ?
Stop AI hallucinations: Discover how RLHF uses human feedback to make chatbots truthful, safe, and...
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Understanding F1 Score in Machine Learning
The F1 score is a crucial metric in the field of machine learning, particularly in...
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Recursive Induction of Decision Trees: A Building Block of Random Forest
Decision trees are a fundamental building block in machine learning, particularly in the context of...
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Random Forest in Machine Learning
Random Forest is a versatile and robust machine learning algorithm that belongs to the family...
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Gradient Boosting vs. Random Forest: A Comparative Analysis
Gradient Boosting and Random Forest are two powerful ensemble learning techniques that have become essential...
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RNN in Machine Learning
Introduction In the realm of machine learning, Recurrent Neural Networks (RNNs) have emerged as a...
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