Carlos Mario M.

Key Skills

Software

Don't disclose

Top Subject Matter

Llms Domain Expertise

Nlp Domain Expertise

RAG systems

Top Data Types

Text

Image

Top Task Types

Computer Programming/Coding

Object Detection

Segmentation

Classification

Function Calling

Freelancer Overview

Full Stack & AI Software Engineer | HCLTech. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, Andean Area University (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Full Stack & AI Software Engineer | HCLTech

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Built and integrated AI capabilities including LLM-based NLP pipelines and RAG systems into production applications. Designed and implemented automated benchmarking and model validation workflows to evaluate model performance. Supported model evaluation through scalable API and microservice architectures with deployment-ready tooling. • Implemented RAG system integrations for retrieval and text generation use cases • Built scalable REST/GraphQL endpoints for AI services • Automated evaluation/benchmarking pipelines and validation frameworks • Improved performance and efficiency via caching, optimization, and database tuning

2023 - 2024

Intelligent AI Infrastructure | Apex Systems

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Designed scalable machine learning infrastructure for distributed training, inference, and evaluation workloads. Developed production AI APIs for natural language processing and computer vision model serving. Implemented automated benchmarking pipelines and model validation frameworks to support repeatable evaluation. • Built automated benchmarking and validation frameworks • Developed production AI APIs for NLP and CV models • Enabled distributed model training/inference/evaluation • Applied algorithmic optimization to improve computational efficiency

2022 - 2023

Education

Work History