Desarrollador Python Algorítmico: Integración de Sistema de 3 Agentes de IA (SMC/FVG) y Conclusión de Motor de Trading

@nikhilgarg96

Hello, As an experienced and highly skilled Python developer with a special focus on algorithmic trading and artificial intelligence, I believe I am the ideal candidate for your project. I have extensive experience in backend development, multithreading, Flask, and working with APIs of brokerage systems - including those similar to Charles Schwab's. My team and I have also demonstrated expertise in Smart Money Concepts (SMC) and Fair Value Gaps (FVG). We understand the specific needs for your three-agent AI system and will ensure the historical data is efficiently expanded for deep model training using our advanced knowledge skills. Additionally, our proficiency in hybrid order execution will help to optimize risk management. What sets my team apart from others is our comprehensive approach to software development. We actively implement rigorous quality management processes backed by ISO 9001 and ISO 27001 certifications. We prioritize security, scalable architecture, and results-driven solutions that align with your business goals. Let my team be the ones to complete this previously unfinished masterpiece and turn it into a fully-optimized trading engine that leverages the power of AI effectively. Thank you

@Herculesz

Hi, your project is already past the hard infrastructure stage, which means the real work is now in execution correctness and decision control under live market conditions. The engineering risk is not wiring Flask to the engine; it is preventing race conditions and invalid order transitions when multithreaded signals, broker state, and risk logic diverge in real time. I've built production-style Python automation systems and a day trading bot with live execution and risk controls, so this reads like a continuation and hardening effort rather than a greenfield build. The closest match is my NYSE Day Trading Bot Development work, especially around execution modules, API-driven order flow, and configurable stop/take-profit behavior. I have also done direct feature integration work inside existing client codebases where the main value was understanding the shell quickly and replacing weak internal logic safely. I usually structure systems like this by separating signal generation, trade authorization, and execution state management. For your case, I would isolate the 3-agent decision flow from the order lifecycle so the dashboard trigger, Schwab session state, and hybrid executor do not leak concerns into each other. For reliability, I would add explicit state transitions, veto rules, partial-exit accounting, and guardrails around requotes so the bot does not chase into broken R/B conditions. Thanks, Hercules

@corpmember29

HE DESARROLLADO SISTEMAS DE TRADING ALGORÍTMICO EN PYTHON Y PUEDO MOSTRAR EJEMPLOS RELEVANTES DURANTE NUESTRA CONVERSACIÓN. Su infraestructura ya está bien avanzada, por lo que mi enfoque será integrar un motor de ejecución robusto sin modificar la arquitectura existente. FLUJO DE TRABAJO: • Auditoría del código y comprensión del flujo actual (Flask, OAuth2 Schwab, Dashboard y motor). • Sustitución del `_bot_loop` por el motor multihilo real con ejecución paralela. • Ampliación del histórico de datos a 1 año y optimización del pipeline para IA. • Implementación de los 3 Agentes SMC (Macro, Ejecutor y Auditor) integrados con la estrategia existente. • Desarrollo de gestión avanzada del riesgo, salidas parciales, Break-Even y ejecución híbrida con *Smart Limit Chasing*. • Pruebas, optimización de rendimiento, documentación y despliegue en su VPS. ROLES DEL SISTEMA: • ADMIN: Control del Dashboard, configuración del bot, monitoreo de operaciones, logs y gestión de riesgos. • MOTOR IA: Analiza mercado, valida señales, ejecuta órdenes y supervisa posiciones en tiempo real. Trabajo con código limpio, documentado y orientado a rendimiento, manteniendo compatibilidad con la infraestructura actual y facilitando futuras ampliaciones. Quedo atento para revisar el repositorio y definir el plan de implementación. THANKS CHRISTINA

@durgesh8527

Being a full-stack developer with extensive experience in algorithmic trading, integrating AI systems, and solution architecture, I am confident that I can successfully complete the remaining tasks for your algorithmic trading bot. I have a strong command over Python and its frameworks such as Flask needed for connecting your real-time engine to the Dashboard and modifying the data collector script to amplify historical data download. My diverse experience spans from trading automation using MetaTrader 4/5, MQL4/MQL5, Pine Script, NinjaTrader to executing innovative AI strategies as per market trends using Smart Money Concepts, Fair Value Gaps. I have worked extensively with various brokers' APIs including Charles Schwab which aligns with your project requirements. Moreover, my expertise also extends to proficiently managing hybrid order executions involving Market and Limit orders. In addition, my ability to handle complex tasks like Risk Management (Partial Exit), Active Pursuit (Smart Limit Chasing) alongside creating multi-threaded code will ensure your project is delivered flawlessly. My prime focus always remains on ensuring clean architecture and building efficient codes thus facets like improving performance or enhancing maintainability will be covered adequately. Choose me to not just finish this "cascarón", but add value with my advanced skillset. Let's discuss further!

@mubeenm5026

With a deep-rooted passion for AI Development and expertise in Python, I am your seasoned and dependable candidate to propel this project forward. My firm, Web Crest, is renowned for distilling complex concepts like Smart Money Concepts (SMC), Fair Value Gaps (FVG), and hybrid order management into efficient yet powerful algorithms. Our projects bear testimony to not just profound coding skills but also to our sincere understanding of the subject matter. The services we offer align perfectly with your requisites; be it multithreading, Flask, asynchronous logic or API integration.<br><br> Apart from my strong programming foundations, I have extensive experience specifically in developing applications that interact with brokerage APIs such as Charles Schwab. This nuanced understanding of brokerage systems, combined with my advanced grasp over SMC & FVG and the ability to create powerful hybrid execution systems, makes me a perfect candidate for this project. Furthermore, working in an independent capacity, I can provide you with personalized attention and faster response times. As you've requested for individual coders rather than agencies, I believe my freelance structure matches your requirements perfectly.<br><br>

@rbtech1984

¡¡¡Hola!!! ★★★★ (Integre el motor comercial real, implemente un sistema SMC/FVG de 3 agentes de IA y complete una plataforma comercial algorítmica lista para producción). ★★★★ Revisó cuidadosamente tu proyecto y entiendo que la infraestructura principal ya está terminada y funcionando. El objetivo ahora es conectar el motor real al tablero, desarrollar el sistema de 3 agentes IA basado en SMC/FVG, optimizar la gestión de riesgo y completar el motor de ejecución híbrido para un entorno estable y escalable. ⚜ Integración del motor real con Flask Dashboard ⚜ Desarrollo de agentes IA SMC/FVG ⚜ Optimización de gestión de riesgos ⚜ Integración con API Charles Schwab ⚜ Multihilo y rendimiento ⚜ Ejecución híbrida MARKET/LIMIT ⚜ Pruebas, documentación y soporte Tengo experiencia desarrollando aplicaciones complejas en Python, Flask, APIs financieras y arquitecturas escalables. Trabajaré sobre tu código existente para mantener una integración limpia, implementando la lógica de IA, gestión avanzada de órdenes y optimizando el rendimiento sin afectar la infraestructura actual. También documentaré cada cambio para facilitar futuras mejoras. Me gustaría conocer más sobre el flujo actual y comenzar con una revisión técnica del proyecto. Un cordial saludo, Farhín B.

@RusianD

Hi there, I'm Ruslan, and I'm confident that I possess the skills and experience necessary to complete your project successfully. With extensive experience in Python development including multithreading, Flask, and asynchronous logic, I am able to effectively deliver on all your project requirements, from connecting the Real Engine to the Dashboard to expanding historical data collection for deep model training. Notably, my expertise extends in working with APIs of brokers and integrating third-party systems, making me perfectly suited for incorporating your requirements with Charles Schwab's system. Additionally, my advanced knowledge of concepts like Smart Money Concepts (SMC), Fair Value Gaps (FVG) and hybrid order management align seamlessly with your project needs. Working as an individual developer has always been my focus since it brings out the best in me, allowing for clear communication, accountability, and optimal output. My dedication combined with my passion for what I do will guarantee not only a successful project delivery but also a client experience that exceeds expectations. Hire me today to add intricate value to your trading bot!

@dataspro

Un gusto hablarte y conocerte , Mi nombre es Anthony Muñoz, expreso mi interés en trabajar en su proyecto después de leer cuidadosamente los requisitos y concluir que coinciden con mi área de conocimiento y habilidades. Actualmente soy el ingeniero líder de la agencia de TI DSPro y tengo más de 10 años de experiencia en el campo. He realizado con éxito un gran número de trabajos similares y considero tu proyecto un reto en el que me gustaría trabajar y poder hacerlo realidad. No dude en ponerse en contacto conmigo, será un placer ayudarle. Agradezco mucho el tiempo brindado y quedo atento a cualquier duda o inquietud. Saludos

@mayankinnovative

As an AI specialist with fantastic coding abilities in Python, your project aligns perfectly with my skills and experience. I understand the complex depth of Smart Money Concepts (SMC) and Fair Value Gaps (FVG), which you explicitly stated as requirements for the job. I have successfully developed algorithms integrates with multiple APIs including those of Charles Schwab or similar brokers over the years. Given your Python trading bot is already functional, I'll summon my expertise to re-write the internal execution engine, establish a dynamic 3-Agent system based on SMC, and ensure a rigorous risk management system. Apart from my technical strengths, I bring over 20 years of comprehensive experience in PHP to the table and much more. Yet, the specifics of my work are not as important as my overarching philosophy which values quality, stability, and scalability. Your software deserves an individual touch, not mere agency solutions. My focus on maintainability and performance optimization perfectly matches your needs - leaving you with a robust platform that can tolerate high operations load. Mayank makes projects work. Allow me the privilege to get deeply into your system so that together we can maximize your trading strategies while minimizing risks. Let's open up a conversation about how we can move your project forward effectively and efficiently. I have a portfolio of repeat clients who found in me not just someone to fix what was broken.

@TeraByte26

Hola, I can rework the bot's internal engine, implement a 3-agent AI system based on SMC, and optimize risk management, leveraging my expertise in Python, multithreading, and API integration, within the 12-18 EUR hourly rate, providing efficient and well-structured code. Waiting for your response in chat! Best Regards.

@MIndlabsAi6

Hey, I'm really pumped about this opportunity! I recently led a project with similar challenges and nailed it. Drawing from my experience in PHP, JavaScript, Python, Software Architecture, NumPy, Data Analysis, API Integration, Pandas, OpenAI, AI Development, I’m ready to dive into your project. Please initiate a chat for further discussion. Cheers, Vishal Maharaj

@nicolasalexandro

Puedo integrarte el sistema de 3 agentes de IA (SMC/FVG) y finalizar el motor de trading en Python, entendiendo que buscas optimizar tu bot para el mercado de acciones y divisas. He trabajado en proyectos de trading algorítmico con múltiples agentes inteligentes y sistemas de análisis técnico para mejorar decisiones de compra-venta. Mi enfoque será robustez y precisión en la integración y pruebas para que el bot opere de forma estable y eficiente. Happy to review your current setup and get this back to a stable state.

@nutankumarftp

As an experienced developer with over a decade of full stack development experience, I not only meet but exceed all the technical skills outlined for this project. I have a proven track record in developing high-quality web and mobile applications, specialising in Python, JavaScript and Flask which are all pivotal to your project requirements. Crucially, I understand the complexities of this task. I have strong proficiency in managing large volumes of data and integrating intricate API systems - essential for expanding the historical data load. My expertise in AI opens up endless possibilities for creating a powerful, dynamic 3-agent system based on Smart Money Concepts (SMC) - a key directive you've highlighted. Combining that with my experience working with similar brokers and my pervasive knowledge of risk management, my solution will meaningfully reshape your bot's trading strategy for increased revenue. Moreover, as an individual freelancer, you can be sure I'm the one driving this project forward without any distractions or administrative overheads. My strong sense of ownership invigorates me to consistently deliver on time, communicate effectively and maintain an approachable rapport with clients like yourself. Let me assure you that working with me would be more than just a transaction – it would be the start of a long term collaborativ

@manishSuryaR

Hola. Soy Bravion desde Cleveland. Tengo la experiencia y las habilidades necesarias para completar este proyecto de manera exitosa: - Soy un experto en Python y he trabajado extensamente con APIs de corredores como Charles Schwab. Puedo integrar sin problemas el motor de ejecución real con el dashboard web en Flask. - Cuento con un profundo conocimiento de los conceptos de Smart Money (SMC) y Fair Value Gaps (FVG), lo cual me permitirá implementar un sistema de 3 agentes de IA robusto y efectivo. - Tengo experiencia en el desarrollo de una gestión de riesgos avanzada, incluyendo salidas parciales y persecución activa de precios, lo cual es crucial para maximizar los resultados de trading. ¿Podrías compartir más detalles sobre el presupuesto y la duración estimada del proyecto? Me gustaría asegurarme de que puedo cumplir con tus expectativas. Si quieres obtener resultados de alta calidad, no dudes en contactarme.

@krisk63

Hi, this is Kris from McKinney, Texas, I've reviewed your project requirements and understand that the key challenge lies in rewriting the internal execution engine, implementing a system of 3 AI Agents based on Smart Money Concepts (SMC), and optimizing risk management within the existing algorithmic trading bot infrastructure. My approach would involve seamlessly integrating the real-time engine with the web dashboard, extending data collection to a full year for AI training, and developing the dynamic 3 AI Agent system as per the outlined specifications. A few additional questions: Q1: Are there any specific performance metrics or benchmarks you are aiming to achieve with the implementation of the new AI Agents? Q2: How flexible is the current codebase for incorporating new functionalities and modules? Q3: Do you have a preferred communication channel for regular updates and discussions throughout the project duration? Best regards, Kris Kramer

@jagratip3

Hola, Soy desarrollador Python senior con experiencia en sistemas algorítmicos, automatización, APIs financieras y arquitecturas de ejecución en tiempo real. Puedo tomar su base existente y trabajar directamente sobre el código actual, manteniendo la infraestructura ya funcional mientras reemplazo y optimizo el motor interno. Tengo experiencia con Python avanzado, Flask, multithreading, procesos asíncronos, integración de APIs externas, gestión de datos históricos, motores de decisión y sistemas orientados a producción. Puedo implementar la conexión del dashboard con el motor real, ampliar el histórico de mercado, desarrollar la arquitectura de agentes de análisis, mejorar la gestión de riesgo, ejecución híbrida MARKET/LIMIT y lógica de seguimiento de órdenes. Mi enfoque será: • Auditar primero la arquitectura existente y entender el flujo actual. • Mantener la integración OAuth2 y Schwab sin afectar la cuenta real. • Diseñar módulos limpios y escalables para estrategia, agentes IA, ejecución y riesgo. • Añadir pruebas y documentación para facilitar futuras mejoras. Estoy disponible para trabajar como desarrollador independiente, con comunicación constante y entregas por fases. Puedo revisar el ZIP del proyecto y proporcionar un plan técnico detallado antes de comenzar.

@LivraisonTech

I am a Python developer specialized in algorithmic trading and AI integration. I have extensive experience building execution engines using Pandas and NumPy for financial data analysis. I am well versed in Smart Money Concepts (SMC) and Fair Value Gap (FVG) logic, having translated these institutional concepts into precise code before. I can finalize your Desarrollador Python Algoritmico project by integrating your three AI agents and completing the trading engine to ensure seamless execution. My background includes working with OpenAI API for sentiment and pattern recognition and connecting to various brokerage APIs for live trading. I will ensure the logic for FVG detection is robust and the agent communication is latency efficient.

@lakshithap1

Having spent several years working in software engineering with a strong focus on Python, I am confident that I possess the skills and expertise necessary to complete and optimize your trading bot to an exemplary standard. With experience in multithreading, Flask, and async logic, I am well-prepared to connect the real engine of the bot to the web interface with a simple click of a button. My familiarity with Schwab's OAuth2 authentication system further ensures a smooth operation for your brokerage tasks. Moreover, my comprehensive knowledge of Smart Money Concepts (SMC), Fair Value Gaps (FVG) and hybrid order management will prove invaluable in implementing your 3-agent AI system. Additionally, I am well-versed in applying risk management techniques through partial exits and strategic limit chasing. As an independent operator, you can trust that your project will receive my undivided attention and meticulous focus. I am dedicated to not just delivering a functional solution but an optimized one with intricate detailing for your trading strategies. My commitment to quality workmanship paired with my ability to quickly adapt and learn new technologies makes me an ideal candidate for this Python based project. Thank you for considering my application.

@lazarr4

Hello, For a similar trading automation project, I connected a Python engine to a live dashboard and replaced a placeholder loop with a real multithreaded execution module—no new VPS setup was needed. I’ll rewrite the internal engine to run directly from the Flask dashboard, extend the data collector to pull a full year of candles, and layer the three SMC agents on top of the existing strategy logic. The risk engine will split exits at the first target and drag the stop to breakeven automatically. Changes will be staged in feature branches so the live bot keeps running until each piece is tested. Every deployment ships with a rollback script and a log diff to spot regressions instantly. The goal is to turn the current “shell” into a reliable, hands-off trader that respects smart-money filters and protects capital even during fast moves. If the scope feels right, I can clone the repo today and send a short risk-free branch for your review. Thanks, Lazar