Marco Vasquez Email & Phone Number

Los Angeles, Ca, Us

Los Angeles, Ca

Developed LLM model for medical use case• Fine-tuned LLM model using synthetic data created by using CFGs and NLP principals• Built classification LLM model to determine patient outcome for a medical use case• Deployed Llama3 model for online inferenceTechnologies: Llama3, Hugging Face, PyTorch, NLTK, Spacy, Pandas, CUDA, GPU, Jupyter, RTX4900, NLP

San Jose, California, United States

Led advanced projects for HPE Ezmeral• Architected and deployed ML solutions using HPE Ezmeral platform• Worked on and managed Zero Trust projects• Worked on CNCF application Spire/SPIFFEsTechnologies: ML, Spire, SPIFFE, Zero Trust, Kubernetes, Go

San Jose, California, United States

Architect and developed reusable software components for ML and Big Data use cases• Developed time-series models to forecast viewership for major TV network• Managed team and projects that involved modernizing relational database business processes to NoSQL• Developed C++ libraries for big data use cases which included real-time streaming, NoSQL, and distributed file system• Built and deployed large scale solutions for customers, both on-Prem and in the Cloud; AWS, Azure, and GCPTechnologies: Kafka Streaming, Spark, SparkML, NoSQL, R, C++, Python

San Jose, California, United States

Managed a team of data scientists and data engineers.• Responsible for growing a global team from 5 to 50 engineers and data scientist• Major contributor to the increase of BU revenue (x10) - wrote many SOWs, worked on pre-sales activities, and was lead architect on proposals • Responsible for expanding consulting offerings to include data warehouse, software design and implementation, and advanced analyticsTechnologies: Hadoop, Spark, Akka, Scala, C++

San Jose, California, United States

Architected and developed Data Science software solutions• Leveraged MapR platform to develop data science solutions for various use cases: cybersecurity, log analytics, and recommendation engineTechnologies: Hadoop Stack, Scala, Angular, Akka, Kafka, C++

Los Angeles, California, United States

Member of architecture team responsible for the designing and building a global video distribution platform• Architect of media platform that included linear/live content acquisition, digital processing, content delivery, HTTP based streaming, mobile device software, and internet advertising• Worked on RFPs, technical requirements, and solution designsTechnologies: Digital Media Platform, DRM, Encoding and Transcoding, Adaptive Streaming

Beverly Hills, California, United States

Member of DevOps teams that developed and maintained a production in-house CDN for serving MySpace’s audio and image objects• Developed software for CDN platform which consisted of HTTP based distributed storage file system, resource manager, and cache layer• Worked on image compression algorithms and DSL using LLVMTechnologies: C++, C, LLVM, P2P, Git, Apache Modules, Event Driven Architecture

Burbank, California, United States

Performed binary reverse code engineering and digital forensic analysis• Worked on identifying root cause of DRM exploits on consumer devicesTechnologies: C, C++, Java, DRM, IDA Pro, OllyDbg, RCE

Burbank, California, United States

Member of R&D team responsible for developing novel image processing algorithms and HPC infrastructure• Developed a parallel software framework/infrastructure used for advanced image processing, utilizing multi-core CPUs, GPUs, MPI, C, C++ and J2EE• Developed novel image processing algorithms• Developed digital workflow pipeline for converting SD/HD tapes to 4K digital mastersTechnologies: C, C++, Java, Matlab, GPU, MySQL, MPI, SVN

Woodland Hills, Ca

Worked on building a data mining platform that utilized novel algorithms designed to functionally interpret sequenced genomes• Build applications and tools used for analyzing and visualizing protein/gene networks• Developed data and software pipelines for deploying novel algorithms into production Technologies: C, Java, Perl, C, Matlab, MySQL, SVN