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Field notes ◆ Linux · AWS · Ansible/AWX · Algorithmic Trading Vol. 01 / Issue 01 Latest: Multi-strategy options bot, live on NSE & MCX Status: shipping Open to senior SRE / platform / infra roles

Infrastructure,
automation &
the algorithms
that trade them.

12
Production projects shipped
5 strats
Live across NSE / MCX / F&O
100%
Infra as code · Ansible/Terraform

Featured work

See all projects →
Case 001 — 2026 NSE · MCX · F&O
┌──────────────────────────┐ │ BHARTIARTL_CE ▓▓▓▓░░ │ T1 hit │ CRUDE_PE ▓▓░░░░ │ watching │ NIFTY_PE ▓▓▓▓▓░ │ T2 hit └──────────────────────────┘ brain → scanners → orders → carry
A trading bot that sleeps,
and a desk that doesn't.
— Featured · Case study

Multi-strategy options bot for NSE & MCX, live in production.

A Python trading bot running five strategies (first-candle breakout, support bounce, swing options, NSE F&O, weekly iron condor) against NSE equities, NSE F&O, and MCX commodity options. An LLM-backed "Trading Brain" gates every entry; risk is enforced by a margin-aware sizing layer and a session-wide kill switch.

Deployed to AWS Mumbai via AWX with a static EIP for SEBI whitelisting, behind nginx + Let's Encrypt for the dashboard. Two-way Telegram control for kill / pause / resume from anywhere.

Python Upstox API Anthropic SDK Flask SQLite/WAL Ansible/AWX AWS EC2 nginx + LE
Read the case study →

From the notebook

All entries →

Now,
in April 2026

Building

A weekly iron-condor scanner for the trading bot — runs in shadow mode while I tune the entry/exit gates.

Reading

Brendan Gregg on systems performance, again. Different chapter, same coffee.

Listening for

Senior SRE / platform / infra roles. Get in touch.