Build and make actionable
Ingestion, transformation, modeling, quality, reporting and analysis.
SQLPostgreSQLPythonPower BISpark
Available immediately · Open to opportunities · Across France
Fils Aboubakar Sidik MBOHOU
Analytics Engineer Data Engineering · BI & Analytics · Cybersecurity
Turning data into reliable, high-performing analytical systems that serve the business.
My cybersecurity training adds a demanding focus on quality, traceability and risk management.
My positioning
Data as the craft. Security as the standard. Reliability as the result.
Analytics Engineering is the thread that ties my work together: connecting source data to business needs through transparent, efficient data pipelines. My training in cybersecurity and data science shapes how I design systems that are understandable, traceable and safe to operate.
Detect, investigate and secure
Detection, digital forensics, network analysis and risk governance.
DFIRSIEMWiresharkEBIOS RMMITRE ATT&CK
Featured projects
Concrete evidence, not just a technology list.
Four featured case studies: production data engineering, BI solution design, network threat detection and digital forensics.
DATA ENGINEERING · PRODUCTION2025–2026
HortiTrace · Final-Year Project
Accelerate a production analytics pipeline without disrupting existing business workflows.
30 → 6 minETL pipeline
>60 → <10 sreport
BUSINESS INTELLIGENCE · INTERNSHIP2025
HR, Finance and Project Reporting with Power BI
Designing a complete BI prototype at Alshadows, from the SQL Server model to the dashboards, on demonstration data.
9 tablesSQL Server model
20+ measuresDAX · 4 Power BI pages
CYBERSECURITY × ML2024
Network Threat Detection (ThreatLens)
Move from raw network flows to analyst-ready triage backed by an evaluated model.
91.6%attacks detected
0.877Macro F1
DIGITAL FORENSICS2025
Digital Forensics Investigation
Correlating disk, memory and network evidence to reconstruct a defensible timeline.
3 sourcesdisk · memory · network
NARCOS-2019main case
DATA ANALYTICS
Food Price Analytics
66,100 observations, 83 markets and twenty years of trends, volatility and seasonality.
RtidyverseProphet
Case study →
BIG DATA ENGINEERING
Hadoop & Spark Lab
Building and validating a distributed lab with HDFS, YARN, MapReduce and PySpark.
HDFSYARNSpark
Case study →
AI SECURITY
Adversarial Machine Learning
Studying FGSM attacks and adversarial training on an MNIST CNN.
PyTorchFGSMMNIST
Case study →
NLP / ML
SMS Spam Detection
BiLSTM and TF-IDF compared on 5,157 unique messages with explicit error analysis.
KerasTF-IDFNLP
Case study →
MACHINE LEARNING
Glass Fragment Classification
Comparing models across nine chemical measurements and explaining the hardest classes.
scikit-learnSMOTERandom Forest
Case study →
NETWORK SECURITY
Network Pivoting with Ligolo-ng
Reaching an internal subnet through a dual-homed Ubuntu pivot host.
Ligolo-ngNmapLinux
Case study →Capabilities
My skills support three goals: building, analyzing and securing data systems.
Technology is a means, not the story. This section shows the capabilities first, then the tools that serve them.
Build & Engineer
Data flows, models and platforms.
SQLPostgreSQLPL/pgSQLETL / ELTData ModelingData WarehousingSparkHadoopMongoDBMyReport Data
Analyze & Visualize
Analysis, KPIs and decision support.
Power BIDAXPower QueryMyReport BERProphetpandasscikit-learn
Secure & Investigate
Detection, investigation and governance.
SIEMWazuhOSSIMMITRE ATT&CKVolatilityAutopsyWiresharkNmapLigolo-ngEBIOS RMISO/IEC 27001
Ship & Operate
Code, validation and environment.
PythonNumPyTensorFlowPyTorchDockerGitLinuxAzureTestingDocumentation
Currently learning
dbtAirflowSnowflakeCI/CD
Background
From business analysis to production Data Engineering.
Nearly three years of cumulative IT experience in IS consulting and application analysis, followed by a specialization in data engineering and BI, applied in production at HortiTrace.
Nov 2025 – May 2026
Data Engineer · Final-Year Internship
HortiTrace SAS · France
Optimized a production PostgreSQL ETL chain: incremental loading, a pre-aggregated reporting layer, then validation and production deployment.
View case study →Jun–Aug 2025
BI Developer · Academic Internship
Alshadows Technologies · Cameroon
BI prototype on demonstration data: 9-table SQL Server model, Power Query preparation, 20+ DAX measures and 4 Power BI pages.
View case study →2020–2022
IT Consultant
HPS International Consulting · Cameroon
Analyzed business needs and processes; designed and integrated IS solutions, including ERP and business applications. Followed IT projects, wrote IS procedures and supported users; data security checks, backups and patching.
2019–2020
IT Applications Analyst
Will & Brothers Consulting · Cameroon
Optimized a TensorFlow vehicle-detection API (accuracy from 73% to 88%) and integrated inventory monitoring dashboards.
Permanent · Fixed-term · Funded PhD / CIFRE · Across France
I am looking for a role where data becomes reliable, usable and decision-ready.
Analytics Engineering first, with openness to Data Engineering, BI / Data Analytics and environments where my Data and cybersecurity background adds value. Open to relocation across France.
I’m also interested in cybersecurity consulting roles (risk assessment and governance), as well as funded PhD opportunities, including CIFRE industrial PhD programmes in data science, data engineering, cybersecurity or AI security.
Have a question or an opportunity? A few lines are enough to start a conversation.