
Noman A
AIML Engineer
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Portfólio
Experiência profissional
AI & ML Engineer
Develomark • Período integral
Mar 2026 - Present • 5 mos
Developed and deployed AI/ML solutions focused on Generative AI, NLP, RAG systems, and intelligent automation. Built production RAG pipelines using Python, FAISS, SentenceTransformers, and LLMs, enabling fast semantic retrieval and context-aware responses from large document collections. Designed a Self-Correcting RAG AI Assistant with semantic retrieval, reranking, token-aware context construction, LLM-based response generation, self-evaluation, automatic retry mechanisms, and multi-turn conversational memory. The system was designed to improve retrieval relevance, reduce hallucinations, and maintain reliable responses. Also developed transformer-based NLP solutions, including an automated essay grading system using RoBERTa and HuggingFace, and worked on low-resource multilingual relation extraction using mBERT and XLM-R. Contributed to AI-powered automation workflows and LLM-based agentic systems, including WhatsApp automation and AI marketing solutions. Experienced with Python, LangChain, LangGraph, FAISS, SentenceTransformers, TensorFlow, Scikit-learn, Docker, SHAP, and LIME.