DevOps & Cloud Engineering — supported by AI Engineering and Machine Learning
Scientific and engineering foundations combined with data engineering, automation, cloud and distributed systems, AI systems and practical business understanding.
CRM Data Collection, Cleansing & Enrichment Pipeline
Python-based workflows for collecting, cleaning, matching and enriching CRM data across a dataset of approximately 22,000 pharmacies, with staged preparation for targeted CRM updates.
An early-stage, human-supervised workflow in development for job discovery, CV–job matching, application-document generation and application tracking across multiple candidate profiles.
Territory intelligence dashboard built in Zoho Analytics to map pharmacy coverage, analyze trainer portfolios, identify under-covered or overlapping territories, and support management decisions using Zoho CRM data.
Zoho CRM→Data Audit→Territory Analytics→Decision Support
A progression toward intelligent and scalable systems.
Not a career reset—a continuous path from physical systems and operations to data, software, AI and cloud engineering.
01
Energy Engineering
Scientific training, energy performance and industrial systems.
02
Entrepreneurship & Technical Solutions
Industrial maintenance, energy solutions and complex project delivery.
03
Business Engineering
Operational insight, CRM systems and business process understanding.
04
Data Engineering & Automation
Python, data enrichment, analytics and automated workflows, reinforced at ALX.
05
DevOps, Cloud & Intelligent Systems
Linux, distributed systems, software, operations and cloud specialization at ISEN.
Technical Stack
Cloud and systems first, supported by data and AI.
A practical toolkit grounded in projects and current training—without artificial proficiency scores.
01
Learning / Coursework
DevOps & Cloud
Linux
Cloud Computing
AWS fundamentals
Microservices
Distributed Systems
Operations
Security of Delivery
CI/CD concepts
Currently studied through ISEN and the ISEN × KEDGE track; hands-on project evidence is still being expanded.
02
Demonstrated
Programming & Data Engineering
Python
Data Engineering
ETL / ELT
Web Scraping
Data Cleaning
Data Transformation
03
Learning / Coursework
Data Foundations
SQL
Databases
Data Pipelines
Cloud Data Architecture
Documented in the current ALX Data Engineering curriculum.
04
Demonstrated
AI Engineering
Generative AI
LLM Workflows
Prompt Engineering
GPT-based Agents
AI-assisted Prospecting Workflows
AI Automation
05
Learning / Coursework
Machine Learning
Machine Learning foundations
Data Science foundations
Currently being strengthened through technical training.
06
Demonstrated
Analytics
Zoho Analytics
KPI Dashboards
Excel
07
Learning / Coursework
Analytics Coursework
Microsoft Power BI
Documented in the ISEN × KEDGE Business & Data Analyst track.
08
Demonstrated
Business Systems
Zoho CRM
HubSpot
Workflow Design
Education
Technical specialization backed by scientific foundations.
FEATURED TECHNICAL EDUCATIONAug 2026 – Dec 2027
ISEN Méditerranée
MSc Intelligent Systems & Cloud Engineering
Cloud Computing · Systems Architecture · Distributed Systems · Linux · Software Engineering · Microservices · APIs · Operations
FEATURED TECHNICAL EDUCATIONFeb 2026 – Aug 2026
ALX South Africa
Data Engineering Program
Python · SQL · Databases · Data Pipelines · ETL / ELT · Cloud · Data Architecture
COMPLEMENTARY BUSINESS ENGINEERINGSep 2024 – Dec 2026
KEDGE Business School
MSc Business Engineering
Business & Data Analyst — ISEN × KEDGE BS
ISEN × KEDGE Business School
Bachelor-level Degree in Science & Technology — Physical Sciences
Le Mans Université
Licence professionnelle — Génie Énergétique et Industriel
Institut Universitaire de Technologie
DUT — Génie Thermique et Énergie
Institut Universitaire de Technologie
Selected Experience
Operational context applied to systems, data and engineering.
Jan 2026 – Present
Les Préparations de l'Apothicaire
Business Development Lead
Technical project ownership across CRM data workflows, data quality, automation and Zoho CRM / Zoho Analytics, alongside pharmacy acquisition, reporting, pipeline and partnership responsibilities.
CRM data workflows
Data quality
Automation
Zoho Analytics
Jan 2026 – Present
HEMLE CONSULTING FRANCE
Managing Consultant | Business Strategy & Academic Support
Self-employed advisory activity supporting project launches, business plans, market analysis, marketing strategy and financial forecasting. Separately, HEMLE was the freelance structure used to deliver the Competitive Intelligence Automation Platform for Les Préparations de l'Apothicaire.
Consulting
Project launching
Market analysis
Business strategy
Mar 2025 – Sep 2025
Longevity Partners
Business Development B2B
B2B development supported by CRM and AI-assisted prospecting workflows. Designed specialized GPT-based agents for prospect research and intelligence without claiming autonomous production infrastructure.
HubSpot
CRM
GPT-based agents
Prompt Engineering
Apr 2018 – Apr 2023
KBC SARL
Founder & Energy Business Development Manager
Founded and led an industrial-maintenance and energy-system optimization business, covering technical proposals, energy-production solutions, maintenance plans and energy-efficiency projects with a documented €60,000 cumulative project budget.
Industrial systems
Energy systems
Industrial maintenance
Energy efficiency
May 2013 – Dec 2013
Eneo Cameroon S.A.
Assistant Energy & Performance Optimization Engineer
Contributed to live thermal-power generation operations and preventive, scheduled and corrective maintenance on large diesel and gas generator systems, including a major 10,000-hour service operation, while supporting reliability and energy-performance analysis.
Thermal power plant
Diesel / gas generators
Heat exchangers
Cooling / lubrication circuits
Engineering with Business Context
Technical work that stays connected to the problem.
Technical foundation
Scientific, energy engineering and data foundations support a structured approach to technical problems.
Systems thinking
Experience shaping processes, automation and decision-support workflows from inputs to outcomes.
Business awareness
Ability to translate operational constraints into useful, maintainable technical solutions.
Seeking a DevOps & Cloud Engineering Internship
Ready to contribute across cloud systems, automation, data and intelligent applications.