Python Trading Dashboard Development — Live P&L, OI & Risk

Python Trading Dashboards

Why choose a Python trading dashboard?

We build custom Python dashboards that pull your market data, positions and strategy signals into one live, visual control panel — tailored to exactly how you trade.
With a Python dashboard you can monitor live P&L, positions, signals and risk in real time, run back-tests, and connect to broker APIs and data feeds — all in one place.
For an algo-trading brand like yours, a Python dashboard becomes your command center: data pipelines, visual analytics, back-testing and live monitoring — all built to your spec.

Our Services 📈

Our Service Offerings

Here’s how we deliver Python trading-dashboard development, inspired by the referenced vendors but customised for your PACPL brand and target audience (Indian retail + algo-marketplaces).

1. Requirement Gathering & Strategy Specification

• We engage with you to capture your trading logic: conditions for entries/exits, risk parameters (stop-loss, target, trailing), hedging, multi-leg trades, time-frames, instruments (e.g., Nifty options, stocks, MCX, etc.).
• Define environment assumptions: intraday vs positional, data frequency, broker linkage, alerting mechanism.
• Estimate complexity → assign tier of execution (see pricing tiers below).

2. Dashboard Development & Back-Testing

• Build a Python dashboard with your data pipelines, charts and controls (with built-in back-test capabilities).
• Use Trading View’s Strategy Tester (win-rate, drawdown, profit factor) to validate logic.
• Ensure non-repainting logic, correct handling of historical/back-test vs live.
• Provide version control and documentation of the code.

3. Alerts & Automation Bridging

• Set up alerts on Trading View (web-hook payloads) that trigger the strategy’s signals.
• Provide integration with broker/execution tool (API/bridge) so alerts flow into live orders.
• Seamless link between Trading View & your execution platform

4. Deployment & Monitoring

• Deploy the dashboard (web/desktop) with live data; monitor performance in forward-testing ("paper trade") mode first.
• Provide support for minor tweaks and adjustments (parameter optimisation, logic fine-tuning).
• Provide documentation/hand-over of source code, alert instructions, and operational manual.

5. Upgrades, Multi-Leg/Advanced Logic & Marketplace-Ready Packaging

• For advanced clients/trading systems: Multi-leg logic, time-based/multi-symbol strategies, hedging, real-time monitoring dashboards.
• Preparing scripts for marketplace listing (e.g., Tradetron, etc.), with proper input parameters, user-friendly GUI, documentation.

Why Us

Why Partner with Us?

Expertise grounded in real-world algo trading, catering to Indian retail + institutional users.
End-to-end support: from idea → dashboard build → data integration → back-test → live monitoring.
Marketplace-ready deliverables (you already have presence across Tradetron, AlgoBulls, Quantman) — we can code with that in mind.
Transparent pricing and brand-aligned documentation (you can highlight: “Fully automated”, “24×7 support”, “Proven logic”, “Smart risk management”).
Focus on quality: no black-box scripts; source code, documentation, parameter transparency.

Built by PACPL — RAJ Option Command Center

Our in-house Python options-trading dashboard, running LIVE on real NIFTY & BankNifty market data — this is the kind of dashboard we build for clients.

ATM ±7 Option Scanner — live CE/PE premiums with trend arrows, RSI, ADX, RVOL, IV, spreads, OI change and full Greeks (Delta, Gamma, Theta, Vega).
Market Direction Panel — index CMP, change %, India VIX, VWAP, RSI, ADX, ROC and a live daily bias.
Decision Engine — trend, location, participation and timing scored into a single setup-quality reading with a clear BUY / SELL / WAIT action.
Momentum Score (0–120) — separate bullish and bearish momentum meters.
Trade Card — entry, stop-loss and targets appear the moment a signal fires.
My Trades — Live P&L — drag any scanner row to open a trade; profit/loss updates every few seconds, with Excel export.

Option Chain V3 (OI / PCR) — CE/PE open interest, PCR chain & trend, Max Pain and OI confirmation vs signal.
OI Profile / Max Pain ladder — ATM / ITM / OTM strikes mapped live.
Location Engine + CPR — VWAP, weekly & monthly mid, previous day high, demand zones and breakout-retest checks.
Reason Engine — the dashboard explains WHY a trade is or isn’t ready — no black box.
Market Breadth & Derivative Movers — sector up/down count and OI build-up movers.
Broker-API ready — connect API, live/history modes, multi-timeframe signals, alerts and 5-second refresh across NIFTY, BankNifty, FinNifty, Sensex & Gold.

Python Dashboards — What You Get

Custom Trading Dashboards

Python dashboards tailored to your exact trading workflow.
Live positions, P&L, and exposure at a glance.
Multi-account and multi-broker views on one screen.

Analytics & Reporting

Equity curve, drawdown, and win-ratio analytics.
Daily, weekly, and monthly performance reports.
One-click export to Excel and PDF.

Data & Connectivity

Live market data via broker APIs and websockets.
Historical data pipelines with clean storage.
Auto-refresh with zero manual work.

Risk & Money Management

Real-time margin, exposure, and loss-limit tracking.
Visual alerts when risk thresholds are breached.

Monitoring & Alerts

Telegram and email alerts straight from the dashboard.
Health checks for data feeds and running strategies.
Trade logs searchable by symbol, date, and strategy.

Customisation & Consulting

Your branding, your metrics, your layout.
Hosted on cloud or your own machine.
Dedicated support for new widgets and metrics.

Ready to automate? Get a fixed quote in 24 hours

Send us your Python trading dashboard idea on WhatsApp — we’ll reply with a clear scope, timeline and fixed price. No calls needed, no obligation.

FAQ Question ❓

Frequently Asked Questions

Is the dashboard web-based, and can it show live data?

The dashboard runs as a web or desktop app and streams live data from your broker/data feed. For full automation (order execution), we link/bridge alerts to your broker-API so trades are triggered automatically.

Can I back-test before going live?

Yes — We include back-testing and can visualise results right inside the dashboard. We ensure you see key stats (win-rate, drawdown, profit factor) before live deployment.

Can the dashboard connect to my broker and data feed?

An indicator provides visual cues (plots, signals), but cannot always be used for full automation/back-test. A strategy defines explicit entry/exit rules, computes performance metrics, and is automation-ready.

Can you support market segments in India (NSE, MCX, FnO)?

Yes — we cater to Indian markets (cash/derivatives/commodities) and also global markets if required. We can build for multi-leg options, hedge strategies etc

Does the code remain mine?

Yes — you receive the full Python source code, documentation, and full control (unless otherwise agreed). We ensure proper hand-over.

Have Questions? Let’s Connect!

We’re here to help. Reach out today and get the support you need to take your trading to the next level!