
Inspired by the extensibility and clean abstractions in Pytorch-lightning, this is a developer-centric backtester (most others tend to be for traders-turned-developers) that is event driven and aims to allow trading strategies to be backtested as-is relative to its forward tested counterpart.
It is highly extensible through callback hooks and supports (expects even) models for pricing/slippage, margin management, etc.
v1 completion postponed to July 2025.

Backsim: a developer-centric, event-driven backtesting framework

Pytorch-lightning inspired Backtester


A Telegram bot to track wins, losses, and statistics in your EDH/Commander Magic: The Gathering pods!
[Fully open source](https://github.com/0xEljh/edh-telegram-bot)

## Backstory
Last year my playgroup decided to try something fun: we started logging our games and wins, which started weekly goading/banter over who's been rising up the leaderboard and culminated in a little Christmas giveaway where we gave our top player a human-sized goose stuffed toy.

All this logging was done by one person who maintained a complete spreadsheet of our games. And so I thought: it would be wonderful if I could make a simple bot for this. Hence, this telegram to log games in your pod!




A Telegram bot to track wins, losses, and statistics in your EDH pods

EDH Telegram Bot


Joined Pacts, a pre-seed startup offering points-based airdrop campaigns as a service. 

As an early engineer, I contributed to building our unified platform for on-chain ID, activity tracking, and reward distribution. This enabled protocols to target curated, non-sybil users while providing a seamless experience for end users. 

My work included developing the frontend for the web app, creating a Telegram bot as an additional user interface, and implementing the reward calculation system to ensure accurate and efficient distributions based on user on-chain activity.

Pacts: A pre-seed startup helping protocols to setup and run anti-sybil points-based airdrop campaigns

Recent projects/work

Pytorch-lightning inspired Backtester

Digital Garden