Systems we have built for traders.

What we built

Our most detailed positional build: Dr. Alexander Elder's classic Triple Screen Trading System, adapted for Indian markets. Multi-timeframe trend inertia, oscillator pullbacks and intraday value-zone alignment are coded as explicit rules.

How it works

Three-screen filtering: Screen 1 (Weekly MACD Histogram slope + Weekly 13/26 EMA trend inertia), Screen 2 (Daily Force Index, Stochastic and Keltner Channel pullback), Screen 3 (15m/25m intraday Floor Pivot entry). The weekly Impulse color is painted on daily candles, and daily impulse dots (Green/Blue/Red) are plotted above or below each candle. An entry is taken only when the weekly impulse is blue and the daily impulse turns green while price taps the daily value zone (EMA 13-26).

Risk and trade management

Structural stop loss 1 tick below the recent swing low or 1.5% below the EMA 26 band; multi-tier profit trailing with a Chandelier ATR stop.

Key rules

• Value Zone Entry: The daily bar closes in the value area between EMA 13 and EMA 26 while the weekly impulse is in bullish alignment.
• Triple Confluence: Positive MACD Histogram slope + Awesome Oscillator zero-line cross + ADX bottom buy trigger.
• Volume Breakout Filter: The position is automatically confirmed when volume reaches 1.5x its 20-period SMA.
• Quantitative Testing: Tested on NSE F&O stocks across multiple market cycles for multi-timeframe confluence and volatility tolerance.

What we built

A non-repainting market structure algorithm built for prop traders and trading desks. It filters out false wick breakouts and fake liquidity sweeps to identify confirmed Higher Highs (HH), Higher Lows (HL), Lower Highs (LH) and Lower Lows (LL), then draws Break of Structure (BOS) and Change of Character (CHoCH) levels.

How it works

A strict 3-candle confirmation state machine drives the logic. A pivot is not drawn on a single price touch; it is valid only after rejection on the prior candle and a directional close on the next two candles. Memory-managed persistent arrays handle up to 500 lines and labels without chart lag and clear expired levels automatically.

Risk and trade management

Structural stop loss placed 2 ticks below the originating Order Block; breakeven trailing activates once the trade reaches 1:1.5 risk-to-reward.

Key rules

• Bullish BOS: A candle body closes above the previous confirmed Higher High.
• Bearish CHoCH: In an uptrend, price breaks and closes below the previous confirmed Higher Low.
• Order Block Detection: The unmitigated opposite candle that forms before a breakout is automatically marked as a demand/supply zone.
• Mitigation Status: A zone stays active until price taps it and exits.

What we built

A custom engine for high-volatility assets such as Bitcoin and Gold, built to reduce exposure to stop-hunting. Standard stop losses sit visibly on the order book, where sharp wick spikes can sweep them before price moves toward the target; this system keeps trades open through those wicks.

How it works

Instead of placing a visible stop loss with the broker, an in-memory 'Virtual Stop Loss' is used. A position is closed only when the bar's time period completes and the candle closes beyond the volatility line. A fast ATR (period = 2) with dynamic multiplier scaling lets it stay with strong trending moves without exiting on false wick touches.

Risk and trade management

In-memory virtual trailing keeps stop levels off the visible order book; a hard safety stop at 3.0x ATR limits exposure to extreme slippage.

Key rules

• Virtual SL Trigger: No exit on a wick crossing; the market order executes only on bar-close confirmation.
• Dynamic Multiplier: The multiplier widens automatically during volatility expansion to avoid premature exits.
• Automated Trade Sizing: Dynamic lot calculation via MT5 CTrade based on a percentage of account balance.
• Volatility Compression Filter: Reduces trade size during squeeze periods.

What we built

A breakout indicator for the fast opening session of the Indian market (09:15 AM - 09:45 AM). It filters out early gap-fill fakeouts and opening traps to generate Call (CE) and Put (PE) momentum entries.

How it works

Daily Floor Pivots (PP, R1, R2, S1, S2) are combined with fast-tuned Ichimoku Kinko Hyo settings (Tenkan-sen 7, Kijun-sen 16, Senkou Span 52, Displacement 26). A signal fires only when price breaks a floor pivot level and the Tenkan line crosses the Kijun line outside the Kumo cloud.

Risk and trade management

Initial SL at the opposite Kumo Cloud boundary; profit booking at 1:2 RR or when Tenkan re-crosses the Kijun line.

Key rules

• Time Window Filter: Signals are valid only between 09:15 AM and 10:15 AM, when volume is typically highest.
• CE Setup: Price > Daily Pivot R1 + Tenkan crosses above Kijun + Price above Kumo Cloud.
• PE Setup: Price < Daily Pivot S1 + Tenkan crosses below Kijun + Price below Kumo Cloud.
• Intraday Auto-Cut: Mandatory square-off alert at 15:15.

What we built

A quantitative framework designed to filter false whipsaws in sideways or choppy markets. It evaluates five dimensions (Trend, Volume, Volatility, Momentum and Structure) to derive a composite trend status.

How it works

Uses a 5-layer Exponential Moving Average ribbon (EMA 5, 9, 20, 50, 100). A John Carter-style Squeeze Momentum oscillator tracks Bollinger Band compression inside the Keltner Channels. A real-time on-chart status table shows RSI, Stochastic, BB %B and Parabolic SAR readings.

Risk and trade management

Multi-layered trailing stop that follows the 50 EMA ribbon; automatic exit if the composite momentum score drops below 2.

Key rules

• Ribbon Alignment: The sequential order of the 5 EMAs (5 > 9 > 20 > 50 > 100) confirms trend direction.
• Squeeze Breakout: An entry triggers only when the Bollinger Bands expand outside the Keltner Channel.
• Composite Filter: An alert is sent only when 4 of the 5 oscillators are above their neutral threshold.
• Volatility Gauge: A dynamic on-chart ATR gauge displays the current expansion rate.

What we built

A dynamic 6-EMA trend corridor that aligns short-term scalping triggers with the higher-timeframe trend. It gives a clear visual separation between ranging conditions and trending expansion.

How it works

The corridor is built from 6 EMAs: scalp triggers (EMA 3 & 9), swing structure (EMA 20 & 50) and macro regime (EMA 100 & 200). When a liquidity sweep occurs beyond a recent swing high or low, the opposite candle is marked as an order block, and an entry is given when price pulls back into the corridor.

Risk and trade management

Stop loss placed just below the 50 EMA boundary; progressive trailing locks in profits along the 20 EMA baseline.

Key rules

• Corridor Regime: Trend-ride mode activates when all 6 EMAs fan out and expand.
• Liquidity Sweep Confirmation: The candle must wick beyond the previous swing and close back inside the corridor.
• Retest Entry: A bounce off the corridor's 20 EMA baseline gives an entry with a minimum 1:2.5 risk-to-reward.
• Trend Invalidation: A candle body closing on the opposite side of the 50 EMA switches the strategy to neutral mode.

What we built

An algorithmic reversal system for identifying potential turning points. Instead of drawing arbitrary support/resistance lines, it marks only the zones where accumulation or distribution followed a statistical exhaustion extreme.

How it works

When RSI stays beyond an extreme threshold (RSI > 70 or RSI < 30) for consecutive bars, the originating candle sequence is stored as a persistent box zone. When price retests that zone, the Williams %R oscillator turning out of overbought/oversold provides confirmation.

Risk and trade management

Stop loss 1 tick beyond the outer supply/demand box boundary; dynamic target at the opposing unmitigated box.

Key rules

• Zone Formation: A supply/demand box is plotted from an RSI statistical extreme plus a rejection candle.
• Mitigation Tracking: A zone remains valid until price breaks and closes through it.
• Trigger: Price enters the zone and Williams %R crosses above -80 (Buy) or below -20 (Sell).
• Fresh Zone Priority: Untested 'Fresh' zones receive higher priority weighting.

What we built

A statistical-deviation trend-following system for major currency pairs. It filters news spikes and intraday currency noise to capture multi-day trending swings.

How it works

Calculates 0.008% deviation envelope bands above and below a 50-period Simple Moving Average baseline. An entry triggers when price touches the outer band and forms a bullish or bearish engulfing candle in the direction of the baseline slope.

Risk and trade management

Position stop loss set 15 pips beyond the outer envelope; dynamic trail follows the slope of the 50 SMA centerline.

Key rules

• Baseline Slope: The upward or downward slope of the 50 SMA sets the dominant trend direction.
• Envelope Pullback: Requiring an outer deviation band touch helps avoid entering on mean-reversion pullbacks.
• Engulfing Confirmation: Entries require an outer band rejection plus an engulfing candle.
• Spread Guard: Signal generation is muted during high-spread news releases (CPI, NFP).

What we built

An MQL5 robot that detects liquidity sweeps and places automated trades on a Break of Structure (BOS). It filters out false wick breakouts so entries follow the underlying order flow.

How it works

When a wick sweeps beyond a swing pivot high or low, the EA checks for a 3-bar directional close confirmation. Once a position opens, it calculates a dynamic ATR stop loss and manages an automated breakeven trail.

Risk and protection

Dynamic ATR stop loss, automated breakeven at 1:1.5 RR, max spread filter of 2.0 pips.

What we built

A conservative Smart Money execution robot that filters out counter-trend fakeouts and trades only confirmed structural breaks and Change of Character (CHoCH) events.

How it works

The BOS breakout candle is cross-checked against MACD histogram directional bias and a 50 EMA baseline filter. A market order is executed automatically only when all three conditions align.

Risk and protection

Fixed percentage risk per trade (1%), trailing stop using recent swing points, weekend auto-close.

What we built

A robot built on non-parametric Nadaraya-Watson kernel regression smoothing that maps non-linear market movement into dynamic probability bands.

How it works

It calculates Gaussian kernel bandwidth weighting and Mean Absolute Error (MAE) envelope bands. When price crosses the outer statistical boundary, an automated counter-trend mean-reversion order is triggered.

Risk and protection

Stop loss at the kernel outer band envelope, dynamic take-profit at the regression center line.

What we built

An EA that identifies deep volatility stretches at trend exhaustion and automatically trades the reversion bounce.

How it works

It automates an SMA mean-band envelope combined with an ADX trend-strength filter and dynamic ATR trailing stop. When ADX is below 25 (exhaustion), it opens a counter-trend order on a boundary touch.

Risk and protection

Hard stop loss based on 2.5x ATR, time-based exit if the mean is not touched within 12 bars.

What we built

A swing-trading robot that handles automated position scaling and trailing exits based on adaptive volatility channels.

How it works

It takes the initial entry as soon as the trend flow channel flips. In a winning position, it uses an RSI momentum exit and multi-level partial scaling to lock in profits.

Risk and protection

Partial profit booking at 50% of target, trailing stop via the adaptive channel boundary.

What we built

A robot that classifies the market into 3 regimes (Consolidation, Transition, Trending Expansion) and trades breakouts accordingly.

How it works

It analyzes envelope standard deviation bands across 50, 100 and 200 EMA regimes together with an RSI filter, so orders are blocked in flat, sideways markets.

Risk and protection

Regime filter avoids entries in ranging markets; trailing stop protects open profit during trending moves.

What we built

A momentum-continuation robot that trades the directional move following 3 consecutive candles formed on expanding volume.

How it works

It checks each candle's body-to-wick ratio (minimum 65% solid body) and progressive volume expansion, then places a momentum breakout order at the open of the 4th candle.

Risk and protection

Stop loss placed below the 3rd candle's low, fixed 1:2.0 risk-to-reward ratio.

What we built

A robot that identifies and executes candlestick reversal structures at key support and resistance zones.

How it works

At key price levels, it waits for a Bullish Doji (market indecision) followed by a Hammer (strong buying rejection wick), then places an automated buy order.

Risk and protection

Stop loss placed 2 ticks below the Hammer wick low, breakeven trigger at 1R.

What we built

A robot that cross-checks candlestick patterns against two momentum indicators to take more selective entries.

How it works

After a Doji + Hammer pattern forms, it opens a trade only when both MACD zero-line histogram acceleration and an RSI neutral-zone cross (RSI > 50) confirm.

Risk and protection

Triple confirmation filters entries; trailing stop moves along the 20 EMA.

What we built

An execution engine that automates gap-continuation patterns following an 80% body expansion candle.

How it works

It analyzes the sequence of initial expansion bar, pause candle and gap continuation impulse alongside MACD and RSI alignment, then trades the continuation breakout.

Risk and protection

Dynamic lot sizing calculated from account equity; max risk capped at 1.5% per session.

What we built

A zero-lag MACD acceleration robot designed to capture fast intraday momentum bursts.

How it works

It enters when the MACD line crosses the signal line near the zero level and 3 consecutive directional candle closes confirm the move.

Risk and protection

Trailing stop activates at 15 points of profit; immediate exit on a reverse MACD cross.

What we built

A robot that automates options Call/Put buying setups on daily range expansion.

How it works

It takes a directional trade only after 2 consecutive bar closes beyond the Previous Day High or Low, which helps avoid single-wick fakeouts.

Risk and protection

Intraday square-off at 3:15 PM; stop loss at the previous candle's midpoint.

What we built

An execution engine that automates breakouts of the initial 15-minute range at the session open.

How it works

It marks the initial session high and low boundaries and places an automated market order in the breakout direction, managed with a dynamic volatility trailing stop.

Risk and protection

Time filter restricts trades to 09:30 - 11:30 AM; trailing ATR stop loss.

What we built

An automated pivot-point EA with two modes: breakout trading in trending sessions and boundary bounces in ranging sessions.

How it works

Calculates pivot levels from swing highs and lows. When price touches a boundary, it executes automatically on either a price-action rejection or a momentum break.

Risk and protection

Adaptive SL based on nearest swing high/low; take profit at next key pivot.

What we built

A trend-following pullback EA that re-enters strong trending markets on retracements.

How it works

Once the Supertrend indicator confirms a bullish macro trend, it enters when the fast 9 EMA pulls back to test the baseline 21 EMA.

Risk and protection

SL at Supertrend line; trailing stop moves automatically as Supertrend advances.

What we built

A triple-confirmation trend EA for multi-asset markets, designed to filter out false trend flips.

How it works

Requires a Supertrend flip, price above the 200 EMA baseline and RSI above the 50 midline. Only when all three filters agree does it execute a market buy on the next bar.

Risk and protection

Position size capped at 1% portfolio risk; automatic break-even at 1:1 reward.

What we built

A Heikin Ashi EA that smooths out intra-candle noise to follow macro trends from start to finish.

How it works

Syncs a dual-timeframe smoothed Heikin Ashi candle stream with a Supertrend algorithm to reduce false stop-outs during market whipsaws.

Risk and protection

Exit triggers when Heikin Ashi candle changes color and closes against the trend.

What we built

A moving average crossover EA that checks the mathematical slope and pauses trading in flat markets.

How it works

Calculates the directional angle (slope) alongside the SMA/EMA crossover. When the angle is flat, orders stay blocked during sideways ranges.

Risk and protection

Minimum slope angle threshold (e.g. > 15 degrees) required to enter trade.

What we built

A multi-EMA ribbon alignment cross EA with a dynamic, visually plotted dot-style trailing stop loss.

How it works

Opens a position automatically when the ribbon alignment cross occurs. Once target points are reached, it locks the trailing stop at ATR intervals.

Risk and protection

Dynamic trailing stop follows 34 EMA line, locking in gains during extended trends.

What we built

An EA that trades Higher High and Lower Low price swings filtered by a 50/200 EMA macro filter.

How it works

Analyzes swing pivot structure relative to the macro 200 EMA and only takes trades in the direction of the dominant trend.

Risk and protection

Structural stop loss placed at recent Higher Low; 1:2 minimum reward ratio.

What we built

An EA that automatically trades supply/demand order blocks that form after extreme RSI readings.

How it works

Converts RSI overbought/oversold candles into order block zones, enters automatically when price retests them, and manages the trade with tight risk-reward trailing.

Risk and protection

Order block boundary invalidation provides immediate cut-loss signal.

What we built

An EA that places automated mean-reversion trades at extreme exhaustion points on the Williams %R oscillator.

How it works

Executes a Buy when Williams %R crosses back above the -80 oversold zone and a Sell when it crosses back below the -20 overbought zone.

Risk and protection

Fixed stop loss of 1.5x ATR, target set at 50% oscillator midline.

What we built

An EA that uses 6-EMA trend corridor alignment with automated lot calculation and pullback triggers.

How it works

When the corridor EMAs (3/9/20/50/100/200) align, it places a market order automatically on a pullback test and applies a breakeven stop loss.

Risk and protection

Stop loss placed below 50 EMA corridor baseline; trailing stop on 20 EMA.

What we built

An EA that combines Williams %R, RSI bar states and dynamic SMA baseline filters into a single execution logic.

How it works

Checks a composite score across multiple oscillators and only opens an order when all indicators are in a positive momentum zone.

Risk and protection

Multi-factor confluence filter to reduce false signals; 1:2 reward ratio.

What we built

An automated EA that trades RSI volatility breakouts filtered by an SMA baseline.

How it works

With price above the moving average, it executes at market as soon as RSI breaks its threshold, then maintains an ATR trailing stop.

Risk and protection

Trailing stop locks profits every 20 pips; spread check prevents entry during news.

What we built

A hands-free 24/5 forex EA that trades outer standard-deviation envelope touches confirmed by engulfing candles.

How it works

When a rejection engulfing candle forms at the 0.008% envelope bands around the 50-SMA baseline, it executes with automated lot sizing and manages a trailing exit.

Risk and protection

Max open positions per currency pair = 1; equity stop protection at 5% drawdown.

What we built

A low-latency, real-time option chain analytics platform built for options trading desks. It computes and streams live Call/Put Open Interest (OI), Volume, IV Smile, Max Pain and Gamma Power during market hours.

How it works

A Python architecture backed by a DuckDB single-writer in-memory database ingests live tick data from the Dhan WebSocket feed using a 3-cadence polling design. It renders 9 real-time surveillance panels and 6 interactive charts, governed by a strict market-hours state machine.

What we built

A single-window, multi-broker algorithmic execution terminal. It combines multi-account portfolio hedging, automated leg management and option Greeks calculation into one options command desk.

How it works

A hands-free TOTP auto-authentication engine logs in to multiple brokers. The Black-Scholes model calculates real-time Delta, Gamma, Theta, Vega and the IV surface. The system executes and adjusts Straddles, Strangles, Ratio Spreads and Iron Condors, with Telegram webhook alerts.

What we built

A real-time surveillance terminal for the top 5 heavyweight stocks that move the NIFTY 50 index. Instead of opening 5 separate charts, traders see the trend status of every heavyweight on a single screen.

How it works

Using TradingView's request.security() function, it tracks live Last Traded Price (LTP), intraday percentage change, 5 EMA status and Volume SMA 20 breakouts for Reliance, HDFCBANK, ICICIBANK, INFY and TCS.

What we built

A trading desk terminal that monitors 5 custom symbols simultaneously and calculates a buying/selling order-flow pressure score for each one.

How it works

Dynamic Pine Script requests calculate multi-symbol volume participation, relative strength index and volatility expansion, then combine them into a single buy/sell conviction score.

What we built

A 24/7 bot that gathers market news from major Indian financial portals and NSE market data, turns it into branded news and market-summary cards, and posts them automatically to a free and a premium Telegram channel.

How it works

Scheduled jobs scrape the news sources and pull NSE data: FII/DII flows, bulk deals, Nifty, Bank Nifty and India VIX levels, and sector moves. A SQLite store removes duplicate stories before rendering, and each post goes out through the Telegram Bot API.

What we built

Two scheduled market reports every trading day: a morning pulse before the open and an evening close review. Each one is delivered as a multi-page PDF to the Telegram channels.

How it works

Scheduled tasks build each report from global market data, a Nifty day view with support and resistance levels, and sector and stock movers. The finished PDF is pushed to the channels by dedicated Bot API senders.

What we built

A server-side alert dispatcher for an options-selling system. It sends a notification for each important trade event, with the net P&L after charges.

How it works

Seven event types are covered: trade activated, stop-loss hit, target hit, trailing stop moved, entry gate ready, kill switch and end of day. Duplicate events are suppressed, failed deliveries are retried, alerts respect quiet hours, and every delivery is logged. Without credentials it runs in dry-run mode.

What we built

A Python port of a TradingView candle-colour indicator built on ADX/DI and moving-average conditions. It scans the NSE market and sends a BUY or SELL alert as soon as a candle changes colour.

How it works

The scanner runs on a chosen timeframe, for example 10-minute candles. It checks ADX/DI and SMA conditions across the watchlist and sends the alert to Telegram the moment a candle flips green or red.