Building My Own AI Health Coach: A 12-Week Journey
I’m building my own AI health coach — not because I need another app, but because I want to be hiking the hard trails when I’m ...
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AI | ML | Data Engineer
A Practical Guide for LLM Customization (Part 4): Fine-Tuning for Specialized AI Systems
A Practical Guide for LLM Customization (Part 4): Fine-Tuning for Specialized AI Systems In our previous posts, we explored pr...
Read the restA Practical Guide for LLM Customization (Part 3): Building Production RAG Systems
In our previous posts, we explored the foundational techniques for LLM customization and mastered prompt engineering. Today, we...
Read the restA Practical Guide for LLM Customization: Mastering Prompt Engineering
In our first post, we outlined the three core techniques for LLM customization. Today, we’re diving deep into the most accessib...
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Large Language Models have revolutionized how we interact with AI, but out-of-the-box solutions rarely meet enterprise requirem...
Read the restBreak Free from ChatGPT's Model Limitations
The Problem With GPT-5’s recent launch, OpenAI’s web interface has become more restrictive. Users are locked into whatever mod...
Read the restHow I Built My Personal Intermittent Fasting Coach with AI
The Problem: Information Overload is Real Let’s be honest – trying to research intermittent fasting for women is like falling ...
Read the restA Collaborative Filtering Movie Recommender in Java
Introduction Collaborative filtering is one of the most popular recommendation engine algorithms for suggesting new products t...
Read the restGentle Introduction to A Fully Connected Neural Network
Deep learning has become increasingly popular thanks to increased availability of computational power and large volumes of labe...
Read the restDeploy Machine Learning Models using AWS Lambda and API gateway
Today we will talk about how to deploy a Python machine learning model using AWS lambda with lambda layers and API gateway. The...
Read the restDeploy Machine Learning Models in AWS EC2
Although I am a big believer of serverless architecture, EC2 instances sometimes may be an easier option for deploying complica...
Read the restCommon Methods for Tackling Imbalanced Datasets
One of the common machine learning classification challenges we face is an imbalanced data set. It can happen for binary and mu...
Read the restDeploying Car Price Model
This post deploys a car price prediction Flask app using an ensemble of a deep learning regressor with categorical embeddings a...
Read the restStopWords and Lexicon Normalization for Sentiment Analysis
Sentiment analysis aids in understanding human behavior for national security, political campaigns, and scientific research. It...
Read the restTransfer Learning for Social Media Marketing
Generally speaking, an average Instagram advertisement costs around $0.50 to $1 per click. In more competitive fields such as t...
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