How to reverse engineer anything
| Published | Oct 14, 2026 |
|---|---|
| Read | 18 min |
| Tags | Agent · MCP |
A walkthrough of REA, the reverse engineering tool everyone's been starring, and how I used it to take apart Obsidian's updater
01. Blog
7 posts
Writing & Thoughts.
I mostly write about things I have built, my personal opinions, and some general technical topics that I think are worth knowing.
How to Get a Software Engineering Job in Pakistan?
| Published | Sep 18, 2026 |
|---|---|
| Read | 4 min |
| Tags | Essay |
The post-AI job market and how to survive in it.
Building Transformer from Scratch
| Published | Aug 10, 2025 |
|---|---|
| Read | 12 min |
| Tags | Transformers · PyTorch · NLP |
A guide on how to build a transformer from scratch and then training it to translate pseudo code to compilable C++ code
How to run Mamba SSM on Kaggle?
| Published | Aug 4, 2025 |
|---|---|
| Read | 5 min |
| Tags | State-space models · Kaggle |
A simple guide to how to run Mamba, a State Space Model, on Kaggle
Building a Clinical Query System with RAG
| Published | Jul 29, 2025 |
|---|---|
| Read | 11 min |
| Tags | RAG · NLP · Healthcare |
I use retrieval augmented generation to enhance diagnosis using clinical data.
Fine-Tuning BLIP-2 Image Captioning
| Published | May 1, 2025 |
|---|---|
| Read | 4 min |
| Tags | Fine-tuning · LoRA · Vision-language |
I fine-tune BLIP-2, a powerful vision-language model, on the Flickr8k dataset to generate image captions. Integrating LoRA (Low-Rank Adaptation) to fine-tune efficiently on limited compute.
Fine-Tuning DeepSeek Math to Solve Emoji Math
| Published | Mar 8, 2025 |
|---|---|
| Read | 5 min |
| Tags | Fine-tuning · LLM |
A guide on how to fine-tune the DeepSeek Math model to solve math problems expressed using emojis.