Quant Research
Market making, statistical signals, options and futures, inventory control and robust backtesting.
QUANT ENGINEERING · PARIS · 2026
PABLO
FERREIRA
Computer engineering student building at the intersection of markets, models and systems. I like turning uncertain problems into measurable strategies—and making the code fast enough to matter.
Explore selected work ↓01 / PROFILE
Math in the model.
Engineering in the loop.
Time Series
Rolling validation across SARIMAX, Prophet, LSTM, GRU and XGBoost with strict out-of-sample evaluation.
Low Latency
C++ system design, deterministic computation and performance-conscious architectures down to microseconds.
Product Systems
Auditable APIs, React interfaces, PostgreSQL, session management, logging and secure input handling.
02 / SELECTED WORK
Evidence,
not buzzwords.
TOP
0.5%WORLDWIDE
0.5%WORLDWIDE
IMC TRADING · PROSPERITY 4
Trading Hackathon
Designed Python strategies on a simulated order book with options, futures and insider-trading dynamics. Focused on market making, statistical signals, inventory control and robust backtesting under adverse conditions.
0.3NMAE · 2026
MANIPAL’S MIT
Time Series Forecasting
Compared classical, recurrent and boosted models on Alpine snow-depth data from 1965–2020 using rolling cross-validation. Gradient-boosted models reached approximately 0.3 NMAE.
10μs / HIT
C++ · SYSTEM DESIGN
Statistical Calculator
Built a deterministic League of Legends modifier engine with SOLID architecture and more than 50 asserted test cases.
100+DOCUMENTS
MICROSOFT AI HACKATHON 2024
Medical RAG Pipeline
Developed an Azure AI and OpenAI-powered retrieval pipeline for question answering over medical documents.
03 / EXPERIENCE
Built for users.
Taught to humans.
Developer · SEPEFREI Junior Enterprise
Software development and IT consulting across client projects through EFREI’s junior enterprise.
Full-stack Developer Intern · Eden Talent Recruiting
Conceived and developed an applicant tracking system now used by 5+ recruiters and 200+ applicants. Built auditable backend workflows with logs, token sessions, input sanitization and behavior monitoring.
Python Teacher · MJC de la Vallée
Taught Python and algorithms to classes of ten students, with an emphasis on fundamentals and problem solving.
EDUCATION
Master of Computer Engineering · IT for Finance
EFREI Paris · 2023–2028 · Top of cohort (~17.1/20)
04 / TOOLKIT
From research
to production.
PYTHONC++PYTORCHSQLREACTPOSTGRESQLAZURECUDAGIT
French — Native / English — C2 / Chinese — HSK1
AVAILABLE FOR A 5-MONTH INTERNSHIP · NOVEMBER 2026