ANTOINE P
FULL STACK DEVELOPER
ALGO-TRADER
Tech Stack
Backend
Frontend
Trading APIs
DevOps & Tools
Turning ideas into robust web, SaaS, and trading solutions.
Full-Stack Developer and Quantitative Finance Specialist with expertise in Python, Django, React, Next.js, C++, and cloud technologies. Experienced in building scalable, user-focused platforms for finance and SaaS
WORK WITH ME→My Services
“I deliver robust, scalable software solutions — from backend systems and cloud infrastructure to advanced financial and data-driven tools.”
Data & Quant Engineering
- → ML models for trading algorithms and predictive analytics
- → Backtesting frameworks and risk management systems
- → High-performance Python libraries with C++ integration
- → Data pipelines and infrastructure (SQL, MongoDB, Redis)
Backend & API Development
- → Scalable Django backends with RESTful APIs
- → Cloud-Based SaaS architecture
- → Database optimization and intelligent caching strategies
- → Production AWS infrastructure (EC2, ALB, RDS, S3)
Product Interfaces & Dashboards
- → Data-heavy FrontEnds with React/Next.js
- → Financial visualizations, admin panels, and back-office systems
- → Clean UI design from Figma to production deployment
- → Real-time data display with charts and advanced filtering
Custom Systems & Performance Engineering
- → Bespoke automation and hybrid Python/C++ systems
- → Performance optimization for latency-critical applications
- → Custom tools and PoCs for complex requirements
- → Architecture refactoring for computationally intensive tasks
My XPs
“Market finance professional turned full-stack & quant developer for high-performance systems.”
Full Stack Developer
“I split my time between building scalable SaaS and trading tools as a Full-Stack Developer, and leading product and technology strategy as CTO at Analystock — delivering finance-grade analytics and robust web platforms.”
CTO & Founder
@Analystock.ai On the Rise
- AI-powered quantitative stock analysis & scoring
- Data-driven insights for smarter investment decisions
- Provide affordable professional grade equity research
Absolute Return PM
Société Générale 2022-2025
- Managed €250M of discretionary mandates across 80 clients (equities, fixed income, FX and derivatives), and actively participated in the management of two €150M absolute return and multi-strategy funds.
- Designed and implemented multi-asset absolute return strategies, including asset allocation, security selection, derivatives usage and hedging.
- Conducted in-depth fundamental equity analysis and global macro/thematic research to generate diversified sources of alpha.
- Oversaw portfolio risk management, including exposure monitoring, VaR, stress testing, drawdown control and adherence to investment guidelines.
- Executed trades and managed portfolio rebalancing across asset classes, ensuring efficient implementation and operational accuracy.
Money Market/Treasury Trader
HSBC 2020-2021
- Developed a Python-based trading infrastructure from scratch, including PnL computation, FX pricing, curve interpolation, and forward PnL estimation, enabling real-time desk analytics.
- Led the migration of critical trading workflows from Excel to Python, increasing speed, accuracy, and scalability of the desk operations.
- Supported macro-driven trading strategies by analyzing market trends and contributing to strategy implementation across FX and rates products.
- Executed and booked trades accurately, ensuring smooth front-to-back operations and compliance with trading policies.
- Monitored and reported market and balance sheet risks (VaR, PVBB), supporting risk-adjusted trading decisions.
Bridging Tech & Finance
“I hold dual Master's in Finance and Computational Finance, bridging markets and technology with full-stack engineering.”
Master Computer Science
- Financial systems development and enterprise architecture
- Quantitative modeling and algorithmic trading fundamentals
- Advanced programming (Python, C++, Java) and database design (SQL, NoSQL)
- Cloud infrastructure, data engineering and software architecture
Master Portfolio Management
- Portfolio construction and asset allocation strategies
- Risk-adjusted performance measurement and optimization
- Equity and fixed income securities analysis
- Financial modeling with Bloomberg Terminal and Excel VBA
My Projects
“Building robust, scalable software and financial tools — explore my work across full-stack, data, and fintech projects.”
Project Spec
Analystock.ai is an AI-driven financial platform designed to streamline market research through automated fundamental analysis and real-time sentiment tracking.
TechStack
Analystock.AI
Django Web app for AI-powered equity research
Let's get in touch
“Questions or projects? Reach out — I’m ready to help.”