AlgoDevStudio Logo AlgoDevStudio
Technical Architecture

YOUR STRATEGY.
OUR
INFRASTRUCTURE.

You have the trading edge; we have the execution rails. We convert your unique logic into a high-performance, automated Python system deployed on your own private cloud.

The Execution Infrastructure

Phase 01: Input

Stream Intelligence

High-speed WebSocket connection to the broker. We ingest live ticks (LTP), depth (Level 2), and volume data in real-time.

Phase 02: Processing

The Quant Engine

Your proprietary logic processes the data. We use high-concurrency Python models to identify signals and manage existing exits.

Phase 03: Fulfillment

Smart Execution

Orders are routed via millisecond API calls. Built-in logic handles slippage, multi-leg orders, and dynamic stop adjustments.

Strategy Expertise

Derivative Specialist

Options Writing Bots

Custom Straddle, Strangle, and Iron Fly adjusters. Automated Greeks-based hedging and dynamic fire-fighting logic for short sellers.

Greeks-Hedging Adjustments
High Velocity

HFT Scalping Systems

Designed for fast-moving stocks and indices. Capture lightning-quick momentum moves with sub-second order management and auto-scaling.

Sub-Second Momentum
Statistical Quant

Mean Reversion

Sophisticated bots that identify market over-extensions using RSI, Bollinger, and custom Z-score models to find profitable entry points.

Z-Score TA Engine

The Risk Management Arsenal

! Capital Guard

  • Global Stop Loss: An automated "Kill Switch" that shuts down all active bots if a certain % of account capital is lost in a day.
  • Max Drawdown Lock: Prevents the system from taking new trades if the daily drawdown threshold is breached.

Execution Discipline

  • Breakeven Guard: Automatically moves the Stop Loss to the entry price once the first target is achieved to ensure a "risk-free" trade.
  • Overtrading Filter: Limits the maximum number of entries per instrument to prevent revenge trading or high turnover costs.

Zero-Slippage Integration

DHAN Official API
ZERODHA Kite Connect
UPSTOX V2 Integration
ANGEL ONE SmartAPI
Kotak Neo Trade API
IBKR TWS / Gateway

We use direct WebSocket streaming for sub-second latency across all connected brokers.

Execution Architecture
Strategy
API Layer
Broker
Exchange
Data Highway
Dashboard

Institution-grade infrastructure powering your algo

“Built for speed, stability, and scale.”

01. Execution Layer

Py
Python 3.11
Strategy Engine

High-performance execution for trading logic. Reliable and widely used in quant systems.

Why it matters: Stability + flexibility
API
FastAPI
Low-Latency Entry

Blazing-fast async communication layer. Sub-millisecond response times for order routing.

Why it matters: Faster signal routing
Rds
Redis
Memory Cache

Ultra-fast in-memory caching. Handles tick-level updates efficiently for live data scaling.

Why it matters: Tick-level scalability

02. Infrastructure Layer

AWS
AWS Cloud

Mumbai region servers (closer to exchange) with auto-restart + high availability setup.

Why it matters: Faster execution, high uptime
Dkr
Docker Engines

Isolated environments for every algo. Zero dependency conflicts across multiple accounts.

Why it matters: Predictable deployment

03. Data & Security Layer

Db
PostgreSQL
Trade Database

Structured & secure storage for trade history, logs, and performance metrics.

Why it matters: Essential for analytics
Qnt
Quant Stack
Pandas + NumPy

Heavy-duty data processing for mathematical computations and statistical modeling.

Why it matters: Accurate decisions
Git
Private Hub
GitHub Security

Private repositories and secure version control for your proprietary IP.

Why it matters: Full IP safety

Built for Trading Reliability

Static IP support (Whitelisting ready)
24×7 Uptime monitoring
Auto-recovery on failure
Low-latency environment

“Every layer is engineered for serious algo traders.”

Frequently Asked Questions

Who owns the algorithm's source code?

You do. We believe in zero vendor lock-in. Once the project is complete, you receive the full Python source code and all intellectual property rights.

Which brokers do you support?

We provide official integrations for Dhan, Zerodha, Upstox, Angel One, and Interactive Brokers. We can also connect to any broker providing a REST/WebSocket API.

Can I update the strategy logic later?

Yes. We build modular code that allows for easy parameter updates. We also provide documentation so you or any Python developer can modify the logic in the future.

What are the server hosting requirements?

We recommend an AWS or DigitalOcean VPS (~$10-20/mo) for 24/7 uptime. We handle the entire cloud setup and security configuration as part of our service.

Standard Deliverables

01

Source Code (Private Git Repo)

Full hand-over of the modular Python codebase. We host it on a private repository for you, ensuring you have the latest version and full history.

02

Private Cloud Configuration

End-to-end setup of your AWS/VPS server, including security hardening, auto-restart scripts, and error logging monitors.

03

Real-Time Alerts Integration

Connectivity to Telegram or Discord. Get instant notifications for every order placed, stop hit, or error detected.

04

Post-Deployment Support

30 days of priority hyper-care once live. We monitor the system during market hours to ensure perfect execution.

Ready to Automate?

Stop watching charts all day. Let us build a robust system that trades for you.

Schedule Advice Call