Tom Arc.
Head of AI Development
Machine Learning Engineer
Specialized in Generative AI & LLM Solutions
Translating business needs into technical solutions
Work.
Applicant Curriculum Vitae Categorization
Established an OCR scanner and custom LLM to automate candidate classification for Grupo PiSA. Integrated NER feature extraction and lemmatization using NLTK and SpaCy. Achieved a 50% reduction in processing time compared to manual classification.
Algorithmic Trading Assistant
Designed ML algorithms to analyze historical market data and identify trading patterns for ByteBoost. Developed a SaaS platform for customers to visualize all their trades and operations. Increased monthly portfolio growth by 20% through optimal entry and exit points.
Transport Optimization in Logistics
Applied Guided Local Search (GLS) to solve the CVRP problem for Coppel's e-commerce deliveries. Established a robust metaheuristic approach that enhanced route planning based on traffic. Optimized delivery routes resulting in a 41% reduction in total daily distance traveled.
AI Assistant for Retail Cost Analysis
Developed and deployed an AI assistant for a major retailer that automated all cost analysis for C-level executives. Reduced decision making time from 2+ days to under a minute, providing instant insights into key business drivers with live data.
Services.
Generative AI Solutions
Building LLM powered chatbots and AI assistants for multiple industries. Designing architectures for fine-tuned RAG models through client consulting and product design.
Machine Learning Engineering
Developing predictive AI models and implementing advanced NLP techniques. Creating SaaS platforms for trend analysis, data visualization, and AI applications.
Cloud & MLOps
Expertise in AWS, GCP, Azure, and IBM cloud platforms. Implementing MLOps pipelines, model deployment, and scalable AI infrastructure.
AI Consulting
Translating business needs into technical solutions. Stakeholder management and delivering measurable product outcomes through AI implementation.
About.
Machine Learning Engineer and product-focused Head of AI with expertise in AI, cloud computing, and advanced analytics. Ability to translate business needs into technical solutions. Successfully lead teams to deliver generative AI solutions across multiple industries. Specialized in Python, Generative AI, LLM, and cloud platforms AWS/GCP and translating use cases into measurable product outcomes.