Hi, I'm Reda Firoud.

Mapersive · Immersive spatial-data platform · Casablanca

• Integrated an AWS Bedrock-powered AI code reviewer into GitHub Actions CI/CD, with guardrails to detect logic bombs and flag risky changes, posting review comments directly on pull requests and sending findings to Slack for regular pushes.
• Sped up loading on a data-heavy global map by slimming the payload the backend returns to only the fields the map renders, and fetching just the features inside a buffer zone around the user's current view rather than the whole global dataset.
• Integrated Potree point clouds into the platform end to end: dense photogrammetry clouds are converted into level-of-detail octrees by a Dockerized PotreeConverter job on AWS Batch, tracked through EventBridge status events on an SQS queue with a dead-letter queue, and streamed to the viewer through presigned range requests, so very large clouds render over the panoramas fast and reliably instead of being downloaded whole.
• Wrote the Python conversion job (boto3, numpy, laspy) that turns PLY into LAS in fixed-size chunks so memory stays flat on huge clouds, and reruns overwrite the same S3 keys, which makes retries safe; its ECR, Batch and SQS infrastructure is in Terraform and the image ships through GitHub Actions with OIDC authentication to AWS.
• Resolved a production outage caused by heap exhaustion: nested JPA projections were loading whole entity graphs, including geometry and eagerly loaded relations, for every row. I replaced them with flat projections, so the listing now runs as a single query of 13 columns.
• Stopped a map listing endpoint from loading full entities: 6 entities per row down to 0, with related geometry fetched in exactly one query and protected by regression tests.
• Built point cloud measurement tools in Angular (point, distance, height, vertical and horizontal surface) that convert local coordinates to WGS84, so results are stored as real geographic positions.
• Added background prefetching of the point cloud octree so it streams in before the user opens it, plus a point-budget control from 500k to 8M points.
• Run sprint planning and retrospectives, turning requests from Moroccan and overseas clients into scoped, prioritized work and committed timelines; delivered their full feature requests on short timelines.
• Improved the visual quality of the KRPano viewer and built a report on top of the platform's photogrammetry output.
• Led technical interviews to hire engineers for the team, assessing coding and system design skills against the product's long-term technical needs.

• Java
• Spring Boot
• JPA
• Angular
• Python
• AWS Bedrock
• GitHub Actions
• Terraform
• AWS Batch
• EventBridge
• SQS
• Potree
• KRPano

Mapersive · Immersive spatial-data platform · Casablanca

• Led architecture and delivery of an AI-powered extraction pipeline integrating Java services with a Python inference layer: prompt validation, structured response parsing, ambiguity detection and LLM duplicate detection, with idempotency keys and an SQS dead-letter queue making retries safe.
• Built a natural-language filtering engine with Spring AI and AWS Bedrock, enforcing strict database-schema guardrails and validating generated SQL to keep queries read-only and scoped to the user’s organization.
• Drove a 65 to 75% reduction in global filtering latency by eliminating N+1 patterns, redesigning query strategies, and introducing projection-based access and a denormalized PostgreSQL table with JSONB aggregates and 9 partial composite indexes.
• Cut GeoJSON export time by about 98% (from about 62s to about 1s on 32k rows) by replacing an N+1 of 31k queries with 2 batched IN queries, after instrumenting timings and query counts to find the bottleneck.
• Built an asynchronous GIS layer export service: REST endpoints, an SQS queue with a dead-letter queue, Terraform for dev, staging and prod, and live WebSocket progress in the Angular UI. It supports 6 formats and 475 EPSG coordinate systems.
• Built serverless Python export functions on AWS Lambda that handle coordinate-system reprojection, packaged as container images and deployed to three environments through Terraform and GitHub Actions.
• Cut export storage from 12 S3 buckets to 1 per environment, using input/output prefixes and a 1-day expiry on inputs, and added EventBridge warm-up rules against Lambda cold starts.
• Built a reusable, type-safe filtering framework in Java Generics; migrated UUIDs to time-sortable TSIDs for index locality and write performance with zero-downtime Liquibase schema evolution.
• Delivered across the full stack: responsive Angular UIs, Playwright e2e and integration test coverage, AWS (S3, ECR, Batch), Terraform, and CI/CD, plus KRPano spatial-data handling with secure ArcGIS integration.
• Added German as a third UI language, with about 1,000 translation keys, and kept English, French and German in sync.
• Built content sharing with expiring links and an embeddable 360° viewer that clients put on their own sites.

• Java
• Spring Boot
• Spring AI
• Angular
• WebSocket
• PostgreSQL
• Python
• AWS Lambda
• AWS Bedrock
• SQS
• Terraform
• Playwright
• KRPano
• ArcGIS

Confidential · Casablanca

• Built the product's technical foundation from scratch: architecture decisions across service boundaries, data modeling and stack choices, with maintainability and iteration speed as the criteria.
• Designed and implemented the core backend services, with reusable patterns and shared abstractions that sped up feature development.
• Cut the cost and latency of external calls with a Redis caching layer over Google Places, which removes redundant requests and makes location-based features more responsive.
• Set up versioned schema evolution with Liquibase and a unit and integration testing strategy, keeping regressions in check despite a fast iteration pace.
• Led technical interviews to hire engineers for the team, assessing coding and system design skills against the product's long-term technical needs.

• Java
• Spring Boot
• Angular
• PostgreSQL
• Redis
• Liquibase

Capgemini · Casablanca

• Maintained and evolved an internal cybersecurity project-management application for the group.
• Redesigned and extended the employee trial-period management app, building the Angular interfaces.
• Migrated internal application deployment to a Jenkins CI/CD pipeline.

• Java 17
• Spring Boot
• Angular
• PostgreSQL
• Docker
• Jenkins

Youcode / Simplon · Non-profit coding bootcamp

• Trained junior developers in Java and Angular through a project-based approach rather than traditional lectures.
• Guided development teams through complex software projects using agile methodologies.

• Java
• Angular
• Agile
• Mentorship

Adria DigiTrust · Digital trust / PKI provider

• Redesigned and evolved a digital-certificate lifecycle management platform with React + Redux interfaces.
• Built a middleware adding functionality and a security layer over a chosen EDMS, and wrote the technical specs to integrate it with other company applications.

• Java
• Spring Boot
• React
• Redux
• PostgreSQL
• Docker