Recommended expert
Thomas Laloux-AI-Powered Document Engineering
Check rate
Experience
Mar 2026 - Apr 2026
2 monthsBelgium
AI-Powered Document Engineering
self-employed
Position Summary
AI-Powered Document Engineering at self-employed
Industries
Information Technology
Professional Services
Business Areas
Information Technology
Product Development
- Workflow automation: multi-agents workflow satisfying business constraints.
- Implementation including n8n orchestration, python-based multi-agent workflow (planner, writer, validator), LLMs/SLMs, RAG extraction, human in the loop, API integrations, prompt engineering.
- Described architectural choices on GitHub.
- Saved 20-40h per month.
Feb 2026 - Feb 2026
1 monthBelgium
Systematic Trading Infrastructure – Quant Development
self-employed
Position Summary
Systematic Trading Infrastructure – Quant Development at self-employed
Industries
Banking and Finance
Business Areas
Information Technology
Product Development
- Developed data collection interface for broker data sources, parquet files and DuckDB.
- Implemented brokers interface for orders and position management.
- Built custom backtesting engine with walk-forward optimization.
- Developed strategies including event-based and anticipation of live trading stateful migration.
Dec 2025 - Dec 2025
1 monthBelgium
ETL Pipeline & BI Financial Dashboard – Data Analysis
self-employed
Position Summary
ETL Pipeline & BI Financial Dashboard – Data Analysis at self-employed
Industries
Information Technology
Business Areas
Business Intelligence
- Processed, cleaned and visualized financial data using SQL and Power BI.
Nov 2025 - Nov 2025
1 monthBelgium
Product Quality Prediction – Data Analysis, Predictive Modelling
self-employed
Position Summary
Product Quality Prediction – Data Analysis, Predictive Modelling at self-employed
Industries
Food and Beverage
Business Areas
Business Intelligence
Quality Assurance
- Processed data: import, cleaning, scaling and splitting of physicochemical variables.
- Performed exploratory data analysis to identify strongest drivers using advanced descriptive analysis and mutual information.
- Developed predictive models using random forest regression (Scikit-Learn) and interpreted results with SHAP.
- Achieved 1.3% MSE on test set for accurate wine rating and classification.
- Created visualizations and dashboards in Power BI.
- Utilized Python libraries including Pandas, NumPy, Matplotlib, Scikit-Learn, DuckDB and Pydantic.
Jan 2018 - Nov 2025
7 years 11 monthsUnited Arab Emirates
Data Analyst & Quant Developer
self-employed
Position Summary
Data Analyst & Quant Developer at self-employed
Industries
Banking and Finance
Business Areas
Finance
Investments and M&A
- Automated processes and built agentic AI solutions.
- Managed risk in investment and trading frameworks.
- Conducted data analysis and predictive modelling in MATLAB, developed supervised classification engine to identify position trading opportunities across global equity markets.
- Identified multi-bagger trading and investment opportunities with high win rate and strict risk management.
- Developed and backtested mid-frequency algorithmic trading systems (MQL5) including long/short trend following and mean reversion strategies with advanced day trading indicators.
- Deployed parallel computing solutions and automated processes in production within Agile environments.
Feb 2016 - Dec 2017
1 year 11 monthsBrussels, Belgium
Business Analyst
ENGIE
Position Summary
Business Analyst at ENGIE
Industries
Energy
Business Areas
Finance
Research and Development
Strategy
- Designed total cost of ownership models comparing green mobility solutions and business plans using Excel.
- Cooperated with M&A teams on asset valuations.
- Managed budgets and relationships with internal clients.
- Supervised VIEs.
- Studied green mobility market potential, competition and regulation.
Jul 2012 - Feb 2016
3 years 8 monthsBrussels, Belgium
Market Analyst
ENGIE
Position Summary
Market Analyst at ENGIE
Industries
Energy
Business Areas
Business Intelligence
Investments and M&A
Strategy
- Applied SQL queries and machine learning classification techniques to cluster client behaviour using smart thermostat data.
- Produced energy efficiency insights.
- Modelled long-term Italian power market supply, demand and prices for strategic positioning and investment files.
Mar 2008 - Jun 2012
4 years 4 monthsBrussels, Belgium
Forecasting Officer
Electrabel
Position Summary
Forecasting Officer at Electrabel
Industries
Energy
Business Areas
Business Intelligence
Operations
- Developed predictive statistical models for Belgian electricity and gas consumption using MATLAB and SAS.
- Optimized peak gas demand estimation in MATLAB, achieving 8% cost savings.
Sep 2005 - Jan 2007
1 year 5 monthsOttignies-Louvain-la-Neuve, Belgium
University Teaching Assistant
UCLouvain Institute of Statistics
Position Summary
University Teaching Assistant at UCLouvain Institute of Statistics
Industries
Education
Business Areas
Research and Development
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Energy, Banking and Finance, and Education.
Energy
Banking and Finance
Education
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Investments and M&A, Finance, Business Intelligence, Strategy, Operations, and Research and Development.
Investments and M&A
Finance
Business Intelligence
Strategy
Operations
Research and Development
Summary
Combining AI automation, data analytics and domain expertise to accelerate business value creation.
Skills
- Ai Automated Workflows (N8n, Claude)
- Business And Data Analyst
- Python Processes, Sql Queries, Excel
- Autonomous, Project Ownership
- Standard Ml/Predictive Modeling, Llm Apis
- Professional Communication Skills
- Github, Multi-Agents, Api Integrations
Technical Skills:
- Sql: Sql Server, Sqlite
- Ms Excel: Complex Formulas/Modelling
- Python: Pandas, Numpy, Matplotlib, Sklearn, Duckdb, Pydantic
- Power Bi: Visualizations, Dashboards
- Ai-Native, Up To Systems Development
- Llm Apis, Github, Multi-Agents, Api Integrations
Other Competencies:
- Data Processing, Cleaning, Visualization
- Process Automation And Agentic Ai
- Risk Management In Investment & Trading Frameworks
Soft Skills:
- Analytical And Critical Mind
- Complex Problem Solving
- Both Perspective And Detail Oriented
- Presentation Skills
- Autonomous, Organized And Proactive
- Team Oriented
- Worked In Agile Environments
- Continuous And Fast Learner
Languages
French
NativeEnglish
AdvancedDutch
IntermediateEducation
Oct 2005 - Jun 2006
UCLouvain
Diploma of Advanced Studies in Statistics, highest honours · Statistics · Ottignies-Louvain-la-Neuve, Belgium
Oct 2004 - Jun 2005
UCLouvain
MSc in Statistics, Applied statistics/data analysis, honours · Statistics · Ottignies-Louvain-la-Neuve, Belgium
Oct 2002 - Jun 2004
UCLouvain
MSc in Physics, Theoretical orientation, honours · Physics · Ottignies-Louvain-la-Neuve, Belgium
...and 1 more
Statistics
Experience
Total positions 9
Experience in Energy 10 y
Avg length 2 y 1 m
Longest experience 7 y 10 m
Global Experience
Countries worked in 2 (Belgium, United Arab Emirates)
Primary country Belgium
Expertise
Recent roles AI-Powered Document Engineering, Systematic Trading Infrastructure – Quant Development, ETL Pipeline & BI Financial Dashboard – Data Analysis
Main industries Energy, Banking and Finance, Education
Main business areas Investments and M&A, Finance, Business Intelligence
Qualifications
Highest degree Master
Profile
Created
Frequently asked questions
Have questions? Find more information here.
Thomas speaks the following languages: French (Native), English (Advanced), Dutch (Intermediate).
Thomas has at least 19 years of experience. During this time, Thomas has worked in at least 9 different roles and for 4 different companies. The average length of individual experience is 2 years and 2 months. Note that Thomas may not have shared all experience and actually has more experience.
Based on recent experience, Thomas would be well-suited for roles such as: AI-Powered Document Engineering, Systematic Trading Infrastructure – Quant Development, ETL Pipeline & BI Financial Dashboard – Data Analysis.
Thomas's most recent position is AI-Powered Document Engineering at self-employed.
In recent years, Thomas has worked for self-employed.
Thomas is most experienced in industries like Energy, Banking and Finance, and Education. Thomas also has some experience in Information Technology, Professional Services, and Food and Beverage.
Thomas is most experienced in business areas like Investments and M&A, Finance, and Business Intelligence. Thomas also has some experience in Strategy, Operations, and Research and Development.
Thomas has recently worked in industries like Banking and Finance, Information Technology, and Professional Services.
Thomas has recently worked in business areas like Finance, Investments and M&A, and Information Technology.
Thomas holds a Master in Statistics from UCLouvain, a Master in Physics from UCLouvain and a Bachelor in Civil Engineering from UCLouvain.
Thomas is immediately available full-time for suitable projects.
Thomas's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.
To hire Thomas, click the Meet button on the profile to request a meeting and discuss your project needs.
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