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LakradeSalma/README.md

Salma Lakrade

AI & Software Engineer · Data & Business Intelligence

LinkedIn GitHub

Engineering systems. Working with data. Turning complexity into useful solutions.

I'm an AI & Computer Engineering graduate from ENSAM Casablanca, working at the intersection of software engineering, data, and financial technology.

My experience spans backend development, data processing, database engineering, reporting automation, and AI/ML. I'm particularly interested in building systems where clean engineering and meaningful data come together.

Currently, I'm strengthening my expertise in Data Analytics and Business Intelligence, with a focus on SQL, Power BI, DAX, Python, and data visualization.


What I Do

⚙️ Software Engineering

I build and modernize business applications with a focus on maintainability, APIs, databases, and scalable architecture.

Focus areas

  • Java / Spring Boot
  • REST APIs
  • Microservices
  • Vue.js
  • SQL Server
  • JPA / Hibernate
  • Database migration
  • Flyway

📊 Data & BI

I work with data from extraction and transformation to analysis, visualization, and reporting.

Focus areas

  • SQL & data analysis
  • Power BI
  • DAX
  • Power Query
  • Python / Pandas
  • Data visualization
  • KPI reporting
  • Reporting automation

🤖 Artificial Intelligence

My academic background is rooted in AI, with hands-on experience across machine learning and deep learning workflows.

Focus areas

  • Machine Learning
  • Deep Learning
  • Data preprocessing
  • Model development
  • Feature engineering
  • Exploratory Data Analysis

🏦 Financial Technology

I currently work on software solutions in the finance and actuarial domain, combining business rules with technical implementation.

Focus areas

  • Financial reporting
  • Actuarial applications
  • Regulatory reporting
  • Legacy modernization
  • Data extraction
  • Process automation

Technical Profile

Languages

Data, AI & Analytics

Power BI · DAX · Power Query · SQL · Data Modeling · EDA · KPI Analysis

Backend & Architecture

Spring Boot · Spring Data JPA · Hibernate · REST APIs · Microservices

Frontend

Databases

Engineering Tools

Flyway · Swagger / OpenAPI · Jira · Scrum · Prisma · Cloudinary


Selected Work

🏦 Legacy Modernization — Financial & Actuarial Platform

Contributing to the modernization of a legacy VB6 financial/actuarial application, transitioning business functionality toward a modern web architecture.

Architecture

VB6 → Java / Spring Boot → REST APIs → Vue.js → SQL Server

Work includes

  • Translating legacy business logic into modern services
  • Developing Spring Boot APIs
  • Designing and maintaining database structures
  • SQL Server migration
  • Implementing business rules and reporting workflows
  • FR13 and regulatory reporting functionality
  • SFCR-related processes
  • API documentation
  • Database versioning with Flyway

This work combines software engineering, domain knowledge, data, and business requirements.


📄 SFCR Data Extraction & Reporting

An automated data-processing workflow designed to extract structured information from SFCR PDF reports and populate standardized reporting templates.

Pipeline

PDF → Extraction → Parsing → Validation → Structured Data → Excel

Technologies

Python · Pandas · pdfplumber · Camelot · Regex · Excel

The project focuses on reducing manual reporting work and making unstructured regulatory documents easier to process.


💎 ODS Accessoires

A modern web application for an accessories business, designed around product discovery and structured product management.

Stack

Next.js · TypeScript · Tailwind CSS · Prisma · MySQL · Cloudinary


🤖 AI & Machine Learning

Academic and personal work covering the complete ML workflow:

Data → Exploration → Preprocessing → Modeling → Evaluation → Visualization

Areas include:

  • Classification
  • Regression
  • Feature engineering
  • Exploratory Data Analysis
  • Machine Learning
  • Deep Learning
  • Model evaluation

Stack

Python · NumPy · Pandas · Scikit-learn · TensorFlow · Keras · PyTorch


Current Focus

I'm currently deepening my expertise in Data Analytics & Business Intelligence.

                    DATA
                      │
          ┌───────────┴───────────┐
          ▼                       ▼
        SQL                    Python
          │                       │
          └───────────┬───────────┘
                      ▼
                 DATA ANALYSIS
                      │
                      ▼
              POWER BI + DAX
                      │
                      ▼
               VISUAL INSIGHTS
                      │
                      ▼
              BUSINESS DECISIONS

My goal is to combine my engineering background with strong analytical skills to build solutions that are both technically robust and useful from a business perspective.


Education

🎓 ENSAM Casablanca — Artificial Intelligence & Computer Engineering

Engineering degree with a focus on:

Artificial Intelligence · Software Engineering · Data · Computer Science


Certifications

  • Huawei HCIA — Artificial Intelligence
  • Coursera — What is Data Science?

Beyond the Code

I enjoy learning across disciplines and continuously experimenting with new technologies.

I'm particularly interested in:

AI · Data · Business Intelligence · FinTech · Automation · Software Architecture

I believe good engineering is not only about writing code — it's about understanding the problem, simplifying complexity, and building something that creates value.


Let's connect.

AI • Software • Data • Engineering

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