Fintech · AI Market Intelligence

AI-assisted market direction for Nifty and Bank Nifty traders

Institutional-style market bias from option chain, volatility and AI consensus.

ClientProTraderKit
YearRecent
Services
  • Product strategy
  • AI integration
  • Data engineering
  • UX & UI design
Platforms
  • Web app
  • Telegram
  • Subscriptions
ProTraderKit — home screen
ProTraderKit — mobile
01 — OVERVIEW

What we built

ProTraderKit is a subscription research product for Indian index traders. It combines option-chain structure, PCR, OI walls, max pain, volatility regimes and multi-timeframe context with an AI consensus layer to publish a daily market bias, plus live Telegram updates when the bias changes.

Product strategyAI integrationData engineeringUX & UI designSubscriptions & billingTelegram automation
02 — THE CHALLENGE

The problem to solve

Retail traders are flooded with "tips" and noisy calls. The product had to deliver professional-grade direction while staying firmly educational: no entries, no exits, no buy/sell recommendations. That line had to be clear in the copy, the UI and the alerts.

03 — OUR APPROACH

How we approached it

  1. Framed the product around one idea: "Know where the market is heading, not when to enter."
  2. Built a Market Direction Desk with daily bias, AI consensus, volatility regime and status cards.
  3. Integrated two AI models (Gemini + DeepSeek) and surfaced their consensus as a narrative, not a command.
  4. Designed tiered plans, member login and Telegram status alerts, with disclaimers on every surface.
04 — KEY FEATURES

What's inside

Daily market bias

Bullish, bearish or range lean with the reasoning behind it.

AI consensus

Gemini + DeepSeek views merged into one narrative.

Option chain analysis

PCR, OI walls, max pain and structure.

Volatility regimes

VIX context that cuts the noise.

Telegram alerts

Pings when the bias or AI view flips.

No trade calls

Educational direction only, by design.

05 — DESIGN SYSTEM

Colour & type

Core palette sampled from the live interface, plus the type system used across screens.

Teal#14B8A6
Signal green#22C55E
Ink#0F172A
Canvas#F4F7FB
Info blue#3B82F6
Aa
Inter (UI + headings)

Headings, UI labels and data use a tight, legible scale tuned for dense screens and small phones.

06 — TECH STACK

Built with

Inferred from the shipped product and its front-end; exact internals vary by module.

Tailwind CSSGemini APIDeepSeek APIMarket data pipelineTelegram Bot APISubscription billing
07 — SCREENS

Screens gallery

Desktop and mobile views. Tap any screen to enlarge.

08 — RESULTS

The outcome

A clear educational line that runs through copy, UI and alerts.
A desk view traders can read in under a minute.
Tiered plans and member access ready for growth.

Results are described qualitatively; we don't publish client metrics without permission.

“Clean architecture, sensible defaults and no surprises on the invoice. We would bring MinDev back for the next phase without a second thought.”
Karthik RaoEngineering Lead, SaaS company · Bengaluru, India
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