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
- All Post
- Projects
- Gen AI & Agents
- Research
Master your journey with TrekSathi: The ultimate all-in-one travel ecosystem. Experience AI-driven itineraries, real-time budgeting, and an integrated marketplace for...
My journey building Recaply-AI: A mobile prototype that turns complex classroom lectures into instant, structured study notes using Groq and...
Abstract As Large Language Models (LLMs) evolve from simple text generators to reasoning engines, the focus of AI development has...
A professional virtual trading simulator for the Nepal Stock Exchange. Practice NEPSE investing risk-free with real-time data and portfolio tracking
I fine-tuned Meta’s LLaMA 3.1-8B model to translate medical text from English to Nepali, using only a free Google Colab...
In a world where time seems to slip through our fingers, Live Dots offers a unique and beautiful way to...
Generative Adversarial Networks (GANs) have revolutionized image synthesis. In this post, we walk through the implementation of a Deep Convolutional...
Brain tumors are abnormal growths of cells in the brain that can be life-threatening. Early and accurate detection is crucial...
With the advancement of technology, agriculture has seen significant improvements, especially with the integration of machine learning techniques. One of...
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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Let’s collaborate on your next AI project or research. Reach out today to get started.