Jefferson Pinares
Docente De Programa De Educación Continua at Data Science Research Perú
Arequipa, Peru
Summary
👤
Senior🎓
Top SchoolJefferson Pinares is a Machine Learning Engineer and educator with over a decade in tech and more than six years deploying AI systems in production across NLP, Speech AI, Computer Vision, and LLMs. He has driven end-to-end, cloud-native GenAI solutions with strong MLOps, CI/CD, and observability practices, and led voice AI efforts that produced production TTS with near-zero WER and halved operational costs versus major cloud providers. His hands-on work spans LLM fine-tuning, RAG, conversational agents, real-time voice integration, model acceleration (ONNX, compilers) and Kubernetes-based scaling, enabling multimodal products used across 20+ countries. An MSc scholar with publications and talks at NeurIPS, NAACL, ICML and Khipu, he pairs research credibility with measurable product impact. Jefferson also trains the next generation of AI engineers in Latin America, blending practical deployment experience with academic rigor. Less obvious: he has repeatedly shortened ML release cycles (up to 60%) and slashed data prep time by 70% through automated pipelines and tooling.
10 years of coding experience
10 years of employment as a software developer
Curso de Especialización, Database Management, Curso de Especialización, Database Management at Universidad Nacional Mayor de San MarcosDeep Learning - Reinforcement Learning Summer School, Deep Learning - Reinforcement Learning Summer School at Mila - Quebec Artificial Intelligence InstituteMicroMaster, Statistics and Data Science, MicroMaster, Statistics and Data Science at Massachusetts Institute of TechnologyDiplomado, Data and Information Management, Diplomado, Data and Information Management at Universidad Nacional San Antonio Abad del CuscoMaster of Science - MS, Computer Science - Artificial Intelligence, Master of Science - MS, Computer Science - Artificial Intelligence at Universidad Católica San PabloKhipu Summer School en Artificial Intelligence, Khipu Summer School en Artificial Intelligence at Universidad de la República
Spanish, English, Portuguese
Github Skills (35)
speech-synthesis10
multimodal10
speech10
asr10
text-to-speech9
machine-translation9
nmt9
large-language-models9
speech-to-text9
speaker-recognition9
generative-ai9
chatbot9
nlp-machine-learning9
nlp9
python8
Programming languages (2)
Github contributions (5)
jeffersonquispe/CCAIJO
May 2016 - Jun 2019
Contributions:3 pushes, 1 branch in 3 years 1 month
jeffersonquispe/Calibration-VisualOdometry
Feb 2019 - Jul 2020
Contributions:2 pushes, 1 branch in 1 year 4 months
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