Skip to content
View drainbadenergy's full-sized avatar
🎯
Focusing
🎯
Focusing
7 followers · 8 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Shark

Block or report drainbadenergy

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
drainbadenergy/README.md
pixel art banner — a green candlestick uptrend launching a rocket past the moon typing animation

LinkedIn LeetCode Email Profile views

ayush@terminal:~$ whoami
> B.Tech CSE @ Symbiosis Institute of Technology, Pune — Class of 2028 
> Full-Stack Dev Intern @ DoughAsYouLike — Next.js / Express / MongoDB
> Currently teaching a PPO agent not to blow up a crypto portfolio
> Status: probably debugging a stale API response cache somewhere

🚀 currently

  • 🔭 Building TYCHE — a PPO agent that has survived a simulated flash crash, a liquidity crisis, and a pump-and-dump without touching my actual savings
  • 🛠️ Shipping inventory tooling at DoughAsYouLike — RBAC, optimistic concurrency, and the occasional 2am stale-cache bug
  • 🌱 Reading up on market microstructure and multi-agent RL
  • 💬 Ask me about: why my trading bot respects stop-losses better than most humans do

🧠 featured builds

🪐 TYCHE — Crypto Quant RL Agent
PPO agent over a 35-dim state across 5 assets (BTC/ETH/BNB/SOL/ADA), custom Gym env with a 243-action portfolio space, stress-tested against flash crashes and pump-and-dumps.

Trained on 31.5M Binance data points → 15–18% annualized backtested returns, Sharpe > 1.2, fees and slippage included.

Python PyTorch Flask MongoDB Streamlit

📈 NSE Breakout Screener + Telegram Bot
CLI screener across 467 NSE stocks with a 6-gate filter (trend, volatility contraction, relative strength, institutional volume, breakout, anti-chase buffer), all vectorized in pandas.

Dockerized, deployed, cron-scheduled for zero-touch daily alerts straight to Telegram.

Python Pandas Telegram API Docker AWS

🧰 stack

Skills

📊 stats

leetcode stats a snake eating my contribution graph
---
thanks for scrolling this far

Pinned Loading

  1. Tyche Tyche Public

    A Latency-Aware, Adversarial Reinforcement Learning System for Robust High-Frequency Crypto Trading

    Python 1

  2. StockScreener StockScreener Public

    Python-based stock screener that filters the Nifty 500

    Python 1

  3. Stock-Price-Predictor-Model Stock-Price-Predictor-Model Public

    A machine learning project predicting ITC Ltd. (ITC.NS) stock price movements using a Random Forest Classifier

    Python

  4. SIT_StudentKit SIT_StudentKit Public

    Forked from Harmann60/SIT_StudentKit

    Student Kit for upcoming students in SIT Pune

    HTML 1