Guy Narinirina R.

Key Skills

Software

No software listed

Top Subject Matter

Computer vision

Object detection

Bayesian Surprise

Top Data Types

Image

Text

Document

Top Task Types

Object Detection

Freelancer Overview

Research in Artificial intelligence on Computer Vision, Object Detection using Bayesian Surprise (LIMAD Laboratory, GLOR. Brings 8+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include N and A. Education includes Database Administration Certificate, CNAM University (2023) and Postgraduate Diploma in Computer Science, CNAM University (2023). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Object Detection, Computer Programming, and Coding.

Labeling Experience

Research in Artificial intelligence on Computer Vision, Object Detection using Bayesian Surprise (LIMAD Laboratory, GLORE TEAM).

Object Detection

You researched and built a mobile AI system for computer vision with an emphasis on object detection. The work involved recognizing object names from scenes and enabling reactive behavior when the environment contained specific elements. The goal was to improve detection performance in challenging presence conditions using a Bayesian Surprise approach.•Researched object detection via Bayesian Surprise for scene understanding.•Implemented a mobile system concept to recognize object names.•Designed reaction logic for detected objects in situ.•Focused on handling presence of weapons to trigger different reactions.

2018 - 2019

Compute the optimal path with Demoucron algorithm in Java (Ecole Nationale d’ Informatique, University of Fianarantsoa).

You designed and implemented algorithmic solutions for path optimization and navigation tasks. The project involved computing an optimal path in a context requiring route planning using the Dijkstra-like Demoucron algorithm variant. Work was performed using Java as the primary implementation language.•Computed optimal paths using the Demoucron algorithm in Java.•Contributed to algorithm development for routing/navigation.•Prepared datasets and scenarios required for algorithm testing.•Applied optimization reasoning to improve route selection.

2017 - 2018

Artificial Intelligence project using the A* algorithm to find the optimal path to reach an object located in a maze (French College, RENE CASSIN).

You built AI and systems projects involving automated decision-making and navigation in a maze-like environment. The work used the A* algorithm to find an optimal path to reach a target object. This required designing the problem representation and validating pathfinding behavior.•Implemented A* pathfinding to reach a goal object in a maze.•Designed maze/grid representations for algorithm execution.•Tested correctness of computed routes under different placements.•Managed project deliverables for an end-of-year AI coursework.

2016 - 2017

Education

Work History