diff --git a/src/Managing.Api/Controllers/TradingController.cs b/src/Managing.Api/Controllers/TradingController.cs
index fc215a96..bd053d18 100644
--- a/src/Managing.Api/Controllers/TradingController.cs
+++ b/src/Managing.Api/Controllers/TradingController.cs
@@ -1,6 +1,7 @@
 using System.Net.Http.Headers;
 using System.Text;
 using Managing.Api.Models.Requests;
+using Managing.Api.Models.Responses;
 using Managing.Application.Abstractions;
 using Managing.Application.Abstractions.Services;
 using Managing.Application.Shared;
@@ -340,4 +341,54 @@ public class TradingController : BaseController
             });
         }
     }
+
+    /// <summary>
+    /// Calculates indicator values and generates signals for a given ticker, timeframe, and date range with selected indicators.
+    /// </summary>
+    /// <param name="request">The request containing ticker, timeframe, date range, and indicators configuration.</param>
+    /// <returns>A response containing calculated indicator values and generated signals.</returns>
+    [HttpPost("RefineIndicators")]
+    public async Task<ActionResult<RefineIndicatorsResponse>> RefineIndicators(
+        [FromBody] RefineIndicatorsRequest request)
+    {
+        try
+        {
+            // Validate request
+            if (request == null)
+            {
+                return BadRequest("Request cannot be null.");
+            }
+
+            if (request.Indicators == null || request.Indicators.Count == 0)
+            {
+                return BadRequest("At least one indicator must be provided.");
+            }
+
+            if (request.StartDate >= request.EndDate)
+            {
+                return BadRequest("Start date must be before end date.");
+            }
+
+            // Call service - request.Indicators is already List<IndicatorRequest>
+            var result = await _tradingService.RefineIndicatorsAsync(
+                request.Ticker,
+                request.Timeframe,
+                request.StartDate,
+                request.EndDate,
+                request.Indicators);
+
+            // Map service result to API response
+            return Ok(new RefineIndicatorsResponse
+            {
+                IndicatorsValues = result.IndicatorsValues,
+                Signals = result.Signals
+            });
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Error refining indicators for ticker {Ticker}, timeframe {Timeframe}",
+                request?.Ticker, request?.Timeframe);
+            return StatusCode(500, $"Error refining indicators: {ex.Message}");
+        }
+    }
 }
\ No newline at end of file
diff --git a/src/Managing.Api/Models/Requests/RefineIndicatorsRequest.cs b/src/Managing.Api/Models/Requests/RefineIndicatorsRequest.cs
new file mode 100644
index 00000000..afa62561
--- /dev/null
+++ b/src/Managing.Api/Models/Requests/RefineIndicatorsRequest.cs
@@ -0,0 +1,42 @@
+using System.ComponentModel.DataAnnotations;
+using Managing.Domain.Backtests;
+using static Managing.Common.Enums;
+
+namespace Managing.Api.Models.Requests;
+
+/// <summary>
+/// Request model for refining indicators and generating signals.
+/// </summary>
+public class RefineIndicatorsRequest
+{
+    /// <summary>
+    /// The ticker symbol (e.g., "BTC", "ETH").
+    /// </summary>
+    [Required]
+    public Ticker Ticker { get; set; }
+
+    /// <summary>
+    /// The timeframe for the candles (e.g., "FifteenMinutes", "OneHour", "OneDay").
+    /// </summary>
+    [Required]
+    public Timeframe Timeframe { get; set; }
+
+    /// <summary>
+    /// The start date for the date range (ISO 8601 format).
+    /// </summary>
+    [Required]
+    public DateTime StartDate { get; set; }
+
+    /// <summary>
+    /// The end date for the date range (ISO 8601 format).
+    /// </summary>
+    [Required]
+    public DateTime EndDate { get; set; }
+
+    /// <summary>
+    /// Array of selected indicators with their parameters.
+    /// </summary>
+    [Required]
+    public List<IndicatorRequest> Indicators { get; set; } = new();
+}
+
diff --git a/src/Managing.Api/Models/Responses/RefineIndicatorsResponse.cs b/src/Managing.Api/Models/Responses/RefineIndicatorsResponse.cs
new file mode 100644
index 00000000..d20b568a
--- /dev/null
+++ b/src/Managing.Api/Models/Responses/RefineIndicatorsResponse.cs
@@ -0,0 +1,23 @@
+using Managing.Domain.Indicators;
+using Managing.Domain.Strategies.Base;
+using static Managing.Common.Enums;
+
+namespace Managing.Api.Models.Responses;
+
+/// <summary>
+/// Response model for refined indicators and signals.
+/// </summary>
+public class RefineIndicatorsResponse
+{
+    /// <summary>
+    /// Dictionary of indicator types to their calculated values over time.
+    /// </summary>
+    public Dictionary<IndicatorType, IndicatorsResultBase> IndicatorsValues { get; set; } =
+        new Dictionary<IndicatorType, IndicatorsResultBase>();
+
+    /// <summary>
+    /// Array of signals generated for the date range.
+    /// </summary>
+    public List<LightSignal> Signals { get; set; } = new List<LightSignal>();
+}
+
diff --git a/src/Managing.Application.Abstractions/Services/ITradingService.cs b/src/Managing.Application.Abstractions/Services/ITradingService.cs
index 17fd79e9..2cc3ccd1 100644
--- a/src/Managing.Application.Abstractions/Services/ITradingService.cs
+++ b/src/Managing.Application.Abstractions/Services/ITradingService.cs
@@ -1,9 +1,11 @@
 using Managing.Domain.Accounts;
+using Managing.Domain.Backtests;
 using Managing.Domain.Bots;
 using Managing.Domain.Indicators;
 using Managing.Domain.Scenarios;
 using Managing.Domain.Statistics;
 using Managing.Domain.Strategies;
+using Managing.Domain.Strategies.Base;
 using Managing.Domain.Synth.Models;
 using Managing.Domain.Trades;
 using Managing.Domain.Users;
@@ -57,4 +59,24 @@ public interface ITradingService
     Task<IEnumerable<Position>> GetPositionByUserIdAsync(int userId);
     Task<SwapInfos> SwapGmxTokensAsync(User user, string accountName, Ticker fromTicker, Ticker toTicker,
         double amount, string orderType = "market", double? triggerRatio = null, double allowedSlippage = 0.5);
+    
+    /// <summary>
+    /// Calculates indicator values and generates signals for a given ticker, timeframe, and date range with selected indicators.
+    /// </summary>
+    Task<RefineIndicatorsResult> RefineIndicatorsAsync(
+        Ticker ticker,
+        Timeframe timeframe,
+        DateTime startDate,
+        DateTime endDate,
+        List<IndicatorRequest> indicators);
+}
+
+/// <summary>
+/// Result of refining indicators operation.
+/// </summary>
+public class RefineIndicatorsResult
+{
+    public Dictionary<IndicatorType, IndicatorsResultBase> IndicatorsValues { get; set; } =
+        new Dictionary<IndicatorType, IndicatorsResultBase>();
+    public List<LightSignal> Signals { get; set; } = new List<LightSignal>();
 }
\ No newline at end of file
diff --git a/src/Managing.Application/Trading/TradingService.cs b/src/Managing.Application/Trading/TradingService.cs
index ef529744..fdf1d49e 100644
--- a/src/Managing.Application/Trading/TradingService.cs
+++ b/src/Managing.Application/Trading/TradingService.cs
@@ -1,12 +1,15 @@
 using Managing.Application.Abstractions.Repositories;
 using Managing.Application.Abstractions.Services;
 using Managing.Domain.Accounts;
+using Managing.Domain.Backtests;
 using Managing.Domain.Bots;
+using Managing.Domain.Candles;
 using Managing.Domain.Indicators;
 using Managing.Domain.Scenarios;
 using Managing.Domain.Shared.Helpers;
 using Managing.Domain.Statistics;
 using Managing.Domain.Strategies;
+using Managing.Domain.Strategies.Base;
 using Managing.Domain.Synth.Models;
 using Managing.Domain.Trades;
 using Managing.Domain.Users;
@@ -491,4 +494,141 @@ public class TradingService : ITradingService
             throw new InvalidOperationException($"Failed to swap GMX tokens: {ex.Message}", ex);
         }
     }
+
+    /// <summary>
+    /// Calculates indicator values and generates signals for a given ticker, timeframe, and date range with selected indicators.
+    /// </summary>
+    public async Task<RefineIndicatorsResult> RefineIndicatorsAsync(
+        Ticker ticker,
+        Timeframe timeframe,
+        DateTime startDate,
+        DateTime endDate,
+        List<IndicatorRequest> indicators)
+    {
+        // Get candles for the specified period
+        var candles = await _exchangeService.GetCandlesInflux(
+            TradingExchanges.Evm,
+            ticker,
+            startDate,
+            timeframe,
+            endDate);
+
+        if (candles == null || candles.Count == 0)
+        {
+            return new RefineIndicatorsResult
+            {
+                IndicatorsValues = new Dictionary<IndicatorType, IndicatorsResultBase>(),
+                Signals = new List<LightSignal>()
+            };
+        }
+
+        // Convert to ordered List to preserve chronological order for indicators
+        var candlesList = candles.OrderBy(c => c.Date).ToList();
+
+        // Map request indicators to domain Scenario
+        var scenario = MapRefineIndicatorsToScenario(indicators);
+
+        // Calculate indicators values
+        var indicatorsValues = TradingBox.CalculateIndicatorsValues(scenario, candlesList);
+
+        // Generate signals for the date range using rolling window approach
+        var signals = GenerateSignalsForDateRange(candlesList, scenario, indicatorsValues);
+
+        return new RefineIndicatorsResult
+        {
+            IndicatorsValues = indicatorsValues,
+            Signals = signals
+        };
+    }
+
+    /// <summary>
+    /// Maps IndicatorRequest list to a domain Scenario object.
+    /// </summary>
+    private Scenario MapRefineIndicatorsToScenario(List<IndicatorRequest> indicators)
+    {
+        var scenario = new Scenario("RefineIndicators", 1);
+
+        foreach (var indicatorRequest in indicators)
+        {
+            var indicator = new IndicatorBase(indicatorRequest.Name, indicatorRequest.Type)
+            {
+                SignalType = indicatorRequest.SignalType,
+                MinimumHistory = indicatorRequest.MinimumHistory,
+                Period = indicatorRequest.Period,
+                FastPeriods = indicatorRequest.FastPeriods,
+                SlowPeriods = indicatorRequest.SlowPeriods,
+                SignalPeriods = indicatorRequest.SignalPeriods,
+                Multiplier = indicatorRequest.Multiplier,
+                StDev = indicatorRequest.StDev,
+                SmoothPeriods = indicatorRequest.SmoothPeriods,
+                StochPeriods = indicatorRequest.StochPeriods,
+                CyclePeriods = indicatorRequest.CyclePeriods,
+                KFactor = indicatorRequest.KFactor,
+                DFactor = indicatorRequest.DFactor,
+                TenkanPeriods = indicatorRequest.TenkanPeriods,
+                KijunPeriods = indicatorRequest.KijunPeriods,
+                SenkouBPeriods = indicatorRequest.SenkouBPeriods,
+                OffsetPeriods = indicatorRequest.OffsetPeriods,
+                SenkouOffset = indicatorRequest.SenkouOffset,
+                ChikouOffset = indicatorRequest.ChikouOffset
+            };
+
+            scenario.AddIndicator(indicator);
+        }
+
+        return scenario;
+    }
+
+    /// <summary>
+    /// Generates signals for a date range using a rolling window approach.
+    /// </summary>
+    private List<LightSignal> GenerateSignalsForDateRange(
+        List<Candle> candles,
+        Scenario scenario,
+        Dictionary<IndicatorType, IndicatorsResultBase> preCalculatedIndicatorValues)
+    {
+        var allSignals = new List<LightSignal>();
+        var previousSignals = new Dictionary<string, LightSignal>();
+        var lightScenario = LightScenario.FromScenario(scenario);
+
+        // Use rolling window approach similar to backtests
+        const int RollingWindowSize = 600;
+        var rollingWindowCandles = new List<Candle>(RollingWindowSize);
+
+        foreach (var candle in candles)
+        {
+            // Maintain rolling window
+            if (rollingWindowCandles.Count >= RollingWindowSize)
+            {
+                rollingWindowCandles.RemoveAt(0);
+            }
+            rollingWindowCandles.Add(candle);
+
+            // Only process if we have enough candles for indicators
+            if (rollingWindowCandles.Count < 2)
+            {
+                continue;
+            }
+
+            // Generate signal for current position
+            var signal = TradingBox.GetSignal(
+                rollingWindowCandles,
+                lightScenario,
+                previousSignals,
+                scenario.LookbackPeriod,
+                preCalculatedIndicatorValues);
+
+            if (signal != null)
+            {
+                // Check if this is a new signal (not already in our collection)
+                if (!previousSignals.ContainsKey(signal.Identifier))
+                {
+                    allSignals.Add(signal);
+                    previousSignals[signal.Identifier] = signal;
+                }
+            }
+        }
+
+        return allSignals.OrderBy(s => s.Date).ToList();
+    }
 }
\ No newline at end of file