Sofian Guessab

Equity Derivatives Trader

Salaire / Taux journalier

Paris, France

Freelance

Expertises

Data AnalysisPythonGestion des risquesAnalyse financièreRequêtes SQLData Vizualization

Langues

Français (Maternelle)Anglais (Courant)

À propos

Introduction

Equity derivatives specialist with extensive experience across top-tier institutions including BNP Paribas and HSBC. Skilled in derivatives pricing, Python/VBA tool development for P&L optimization, and managing complex trades (TRS, swaps, options). Combining quantitative finance expertise with hands-on trading experience to deliver data-driven solutions and robust financial models for your projects.

Liens

Expérience de travail

Data Analyst

MARCIMMO

mars 2026 - avr. 2026

2 mois

À distance

Refonte totale d'un document excel pour la prise de décision: - Automatisation de scénarios immobiliers avec VBA - Instauration de nouvelles métriques - Fiabilisation et robustesses des données - Import automatiques des données clients

Equity Derivatives Flow Sales

BNP Paribas CIB

nov. 2024 - juil. 2025

9 mois

Paris, France

Assisting sales staff in their daily tasks: ● Pricing equity derivatives (vanilla/exotic options, swaps) ● Verifying flows for index and basket swaps ● Onboarding new clients (liaising with all bank stakeholders: legal, middle/back office, trading, etc.) ● Ensuring the rollover of positions at maturity ● Keeping the various reports related to the activity up to date ● Drafting termsheets Client analysis: ● Excel analysis of all client positions ● Excel analysis of swap prices based on trading requests

Delta One Trader

HSBC

janv. 2024 - juil. 2024

7 mois

Paris, France

Designed and developed trading tools (Python): ● Creation of a database containing all SBL trades, single stock swaps and currency swaps, as well as events related to the trade lifecycle (recall, increase, etc.) ● P&L visualization for forward start swaps (cost, gains, repo, etc.) ● Pricing repo rates for specific SBLs. ● Indicators for managing dividend risks. Responsible for the SBL (securities borrowing lending) trading book: ● Ensuring coverage of uncovered positions in other equity books in the trading room ● Remunerating available inventory stocks ● Sourcing specific stocks to perform dividend swaps Maintaining legacy tools (VBA): ● Credit risk exposure for SBL ● Dashboard and daily report Index trading training: efp, dividend future

Trading Collateral Officer

CACEIS

janv. 2023 - juil. 2023

7 mois

Luxembourg

o Trading of cash, equity and bond collateral on loan/REPO deals to hedge exposures & reconciliation of SBL positions and collateral o Managing books and flows with traders on products handled by the dealing room o Carrying out daily checks to ensure that collateral and loans are settled & responding to the needs of Risk Management teams o Development and improvement of new procedures and controls to reduce the risk of potential mismanagement of collateral

DataAnalyst / Assistant chef de projet

Rue Du Commerce

juil. 2021 - déc. 2021

6 mois

Paris, France

Sales analysis for all products: ● Creation of an interactive dashboard with PowerBi featuring graphs and key data. ● Proposing areas for improvement to reduce costs and increase margins. ● Weekly reports. Complete overhaul of a service (Trade-in Pack): ● Analysis by category (telephony, computers, household appliances, etc.). ● Sales forecasting, price adjustments according to different scenarios ● Following a reorganization of the premises, I was able to participate in the data migration by working with the data scientist to gather data and create new features necessary for my analyses Participation in the creation of a new service: ● Assisting the project manager in client meetings ● Performing cost analysis for this service


Formation

emlyon business school

Programme Grande Ecole, Quantitative Finance

2020 - 2025

5 ans 10 mois

Lycée Champollion

B.S (equivalent) Classe préparatoire aux grandes écoles d’ingénieurs, PSI* (Physique science de l'ingénieur)

2017 - 2020

3 ans 1 mois

Sorbonne Université

Bachelor's degree, Physics

Physique Quantique Optique & Électromagnétisme Méthodes de calcul Physique des mileux continus


Licences et certifications

Python and Statistics for Financial Analysis

Délivré le : sept. 2025

Certifié par The Hong Kong University of Science and Technology

Mathematics for Machine Learning

Délivré le : mai 2025

Certifié par Imperial College London

Introduction to Data Science in Python

Délivré le : août 2024

Certifié par University of Michigan

Applied Machine Learning in Python

Délivré le : août 2024

Certifié par University of Michigan

Certification AMF

Délivré le : janv. 2024

Certifié par Autorité des marchés financiers (AMF) – France

Bloomberg Market Concepts

Délivré le : sept. 2023

Certifié par Bloomberg

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