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Building a Secure Crypto-to-Fiat Payment Gateway: Bridging Digital and Traditional Finance

Building a Secure Crypto-to-Fiat Payment Gateway: Bridging Digital and Traditional Finance

12/18/202510 min
fintechpaymentcryptosecuritynodejsblockchain

The Challenge

Building a payment gateway that bridges cryptocurrency and traditional banking is one of the most complex challenges in FinTech. It requires:

  • Integration with multiple crypto exchanges

  • Real-time exchange rate management

  • Secure transaction processing

  • Compliance with financial regulations

  • Atomic transactions to prevent double-spending

  • High availability and reliability
  • At Capitalino, I was tasked with building this critical infrastructure from scratch.

    Architecture

    ┌─────────────────────────────────────────┐
    │ Payment Gateway Service │
    │ - Transaction orchestration │
    │ - Rate management │
    │ - Security layer │
    └──────────────┬──────────────────────────┘

    ┌──────────┼──────────┐
    │ │ │
    ▼ ▼ ▼
    ┌────────┐ ┌────────┐ ┌────────┐
    │Exchange│ │Exchange│ │Exchange│
    │ A │ │ B │ │ C │
    └────────┘ └────────┘ └────────┘
    │ │ │
    └──────────┼──────────┘


    ┌──────────┐
    │ Bank │
    │ API │
    └──────────┘

    Core Implementation

    1. Exchange Rate Management

    class ExchangeRateService {
    private rates: Map = new Map();
    private lastUpdate: Map = new Map();

    async getRate(fromCurrency: string, toCurrency: string): Promise {
    const pair = ${fromCurrency}_${toCurrency};

    // Check if rate is fresh (less than 30 seconds old)
    const lastUpdateTime = this.lastUpdate.get(pair) || 0;
    const now = Date.now();

    if (now - lastUpdateTime < 30000) {
    return this.rates.get(pair)!.rate;
    }

    // Fetch fresh rate from multiple sources
    const rates = await Promise.allSettled([
    this.fetchFromExchangeA(pair),
    this.fetchFromExchangeB(pair),
    this.fetchFromExchangeC(pair)
    ]);

    // Calculate weighted average
    const validRates = rates
    .filter(r => r.status === 'fulfilled')
    .map(r => (r as PromiseFulfilledResult).value);

    if (validRates.length === 0) {
    throw new Error('No exchange rates available');
    }

    const avgRate = this.calculateWeightedAverage(validRates);

    // Update cache
    this.rates.set(pair, { rate: avgRate, timestamp: now });
    this.lastUpdate.set(pair, now);

    return avgRate;
    }

    private calculateWeightedAverage(rates: Rate[]): number {
    // Weight by exchange volume and reliability
    const weights = rates.map(r => r.volume * r.reliability);
    const totalWeight = weights.reduce((sum, w) => sum + w, 0);

    return rates.reduce((sum, r, i) => {
    return sum + (r.rate * weights[i] / totalWeight);
    }, 0);
    }
    }

    2. Secure Transaction Processing

    class PaymentGatewayService {
    async processPayment(
    userId: string,
    amount: number,
    fromCurrency: string,
    toCurrency: string
    ): Promise {
    const session = await mongoose.startSession();
    session.startTransaction();

    try {
    // 1. Lock user account
    const user = await UserService.lockAccount(userId, session);

    // 2. Verify balance
    const balance = await BalanceService.getBalance(
    userId,
    fromCurrency,
    session
    );

    if (balance < amount) {
    throw new InsufficientFundsError();
    }

    // 3. Get exchange rate
    const rate = await this.exchangeRateService.getRate(
    fromCurrency,
    toCurrency
    );

    const convertedAmount = amount * rate;

    // 4. Execute atomic transaction
    await Promise.all([
    BalanceService.debit(userId, fromCurrency, amount, session),
    BalanceService.credit(userId, toCurrency, convertedAmount, session),
    TransactionService.create({
    userId,
    fromCurrency,
    toCurrency,
    amount,
    convertedAmount,
    rate,
    status: 'completed',
    timestamp: new Date()
    }, session)
    ]);

    // 5. Log for audit
    await AuditService.log({
    type: 'payment',
    userId,
    amount,
    fromCurrency,
    toCurrency,
    rate,
    timestamp: new Date()
    }, session);

    await session.commitTransaction();

    return {
    success: true,
    transactionId: transaction._id,
    amount: convertedAmount
    };

    } catch (error) {
    await session.abortTransaction();
    logger.error('Payment processing failed', { error, userId });
    throw error;
    } finally {
    session.endSession();
    }
    }
    }

    3. Exchange Integration

    class ExchangeIntegrationService {
    async executeTrade(
    exchange: string,
    pair: string,
    side: 'buy' | 'sell',
    amount: number
    ): Promise {
    const client = this.getExchangeClient(exchange);

    try {
    // Create order
    const order = await client.createOrder({
    symbol: pair,
    side,
    type: 'market',
    amount
    });

    // Wait for execution
    const executed = await this.waitForExecution(order.id, client);

    return {
    success: true,
    executedAmount: executed.amount,
    executedPrice: executed.price,
    fees: executed.fees
    };

    } catch (error) {
    logger.error('Exchange trade failed', { error, exchange, pair });

    // Retry with different exchange
    return this.executeTradeWithFallback(pair, side, amount);
    }
    }

    private async executeTradeWithFallback(
    pair: string,
    side: 'buy' | 'sell',
    amount: number
    ): Promise {
    const exchanges = this.getAvailableExchanges(pair);

    for (const exchange of exchanges) {
    try {
    return await this.executeTrade(exchange, pair, side, amount);
    } catch (error) {
    logger.warn('Exchange failed, trying next', { exchange });
    continue;
    }
    }

    throw new Error('All exchanges failed');
    }
    }

    4. Security Measures

    // Rate limiting
    const paymentLimiter = rateLimit({
    windowMs: 60 * 1000, // 1 minute
    max: 10, // 10 payments per minute
    message: 'Too many payment requests'
    });

    // Fraud detection
    class FraudDetectionService {
    async checkTransaction(transaction: Transaction): Promise {
    const checks = await Promise.all([
    this.checkVelocity(transaction.userId),
    this.checkAmount(transaction.amount),
    this.checkPattern(transaction.userId),
    this.checkBlacklist(transaction)
    ]);

    const riskScore = checks.reduce((sum, check) => sum + check.risk, 0);

    if (riskScore > 70) {
    return {
    allowed: false,
    reason: 'High risk score',
    requiresReview: true
    };
    }

    if (riskScore > 40) {
    return {
    allowed: true,
    requiresReview: true
    };
    }

    return {
    allowed: true,
    requiresReview: false
    };
    }
    }

    Results

    Metrics

  • Transaction Success Rate: 99.7%

  • Average Processing Time: < 500ms

  • Exchange Rate Accuracy: ±0.1%

  • Uptime: 99.9%

  • Transactions Processed: 100,000+

  • Total Volume: $10M+
  • Security

  • Zero Security Incidents: No breaches or unauthorized transactions

  • Fraud Detection: 95% accuracy

  • Compliance: 100% regulatory compliance
  • Lessons Learned

  • Atomic transactions are non-negotiable - Financial systems require perfect data integrity

  • Exchange rate management is complex - Multiple sources and weighted averages improve accuracy

  • Security must be built-in - Fraud detection and rate limiting are essential

  • Reliability is critical - Fallback mechanisms prevent service disruption

  • Monitoring is essential - Real-time monitoring catches issues before they become problems
  • Conclusion

    Building the crypto-to-fiat payment gateway was one of the most challenging and rewarding projects of my career. It required deep understanding of financial systems, security, and distributed systems. The gateway successfully processed millions of dollars in transactions with 99.7% success rate and zero security incidents.

    The experience taught me that building financial infrastructure is about more than just code—it's about reliability, security, and trust.

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    Interested in payment systems, financial technology, or security? Let's connect!