Thoughts on software development, tech, and life.
I was building a visual semantic search pipeline where we use AWS S3 Vectors to store image embeddings. Everything worked fine until one day our search endpoin...
A concise guide to finetuning DeepSeek R1 with GRPO and Unsloth for emoji-based math challenges. In this post, we’ll walk through the process of finetuning Dee...
Preserving the Soul of Urdu Poetry: Scraping Rekhta.org for Ghazals with Python’s Selenium & BeautifulSoup A Deep Dive into Urdu Ghazal Data with Python to...
Convert Noisy WhatsApp Voice Messages into Crisp Transcriptions, Smart Reminders, and Seamless Scheduling Image by the authorIntroduction & Overview Have y...
Discover how the “[class]” token in Vision Transformers consolidates image patch data, playing a crucial role in accurate image classification. Source: Image b...
Understanding the Importance of Padding for Consistent Input Lengths in Natural Language Processing Source: Image by the authorThe Real-World Problem: Why Does...
An overview of my latest projects, achievements, and what I've been working on recently.