Simera Professional Key (SPK)

Joiner C

Colombia

Web Tech Lead

$ 6,100/month

9 yrs exp

As a Full Stack AI Engineer driven by innovation, I excel in crafting cutting-edge solutions at the intersection of technology and AI. My proficiency lies in developing scalable machine learning models, optimizing data storage, and building dynamic AI applications like the Roleplay AI copilot. With a fervent dedication to pushing boundaries and effecting positive change, I am poised to deliver impactful results for your organization.

Skills

  • AWS
  • Docker
  • Git
  • Machine Learning
  • NLP
  • Rest API
  • DataBricks
  • Full Stack
  • Full Stack Developer
  • Google Cloud
  • Google Cloud Certified
  • Machine Learning/ML
  • Scikit-learn
  • Tensorflow

Joiner C

Colombia

Web Tech Lead

$ 6,100 /month

9 yrs exp

As a Full Stack AI Engineer driven by innovation, I excel in crafting cutting-edge solutions at the intersection of technology and AI. My proficiency lies in developing scalable machine learning models, optimizing data storage, and building dynamic AI applications like the Roleplay AI copilot. With a fervent dedication to pushing boundaries and effecting positive change, I am poised to deliver impactful results for your organization.

Skills

  • AWS
  • Docker
  • Git
  • Machine Learning
  • NLP
  • Rest API
  • DataBricks
  • Full Stack
  • Full Stack Developer
  • Google Cloud
  • Google Cloud Certified
  • Machine Learning/ML
  • Scikit-learn
  • Tensorflow

Web Tech Lead

Technoincor
February 2024 - present

Spearheaded the development and deployment of machine learning models on Google Cloud Platform (GCP) using Vertex AI, BigQuery ML, and AutoML, optimizing processes and improving model accuracy by 20%. Conducted in-depth analysis of unstructured data sets to derive actionable insights, employing advanced SQL techniques for data extraction and query optimization, which resulted in a 25% increase in data processing efficiency. Integrated Large Language Models (LLMs) into customer service applications, enhancing response accuracy and reducing response time by 15%.

Sr. Full Stack AI Engineer

Gemini
July 2022 - January 2024

Utilized Google Cloud's Vertex AI to develop and deploy scalable machine learning models, streamlining the model development lifecycle. Implemented Azure Data Lake as the central data repository, ensuring efficient storage and processing of large volumes of financial data. Developed the Roleplay AI copilot using React, Next.js, Python, FastAPI, and Langchain. Designed and developed data pipelines on GCP, leveraging BigQuery and Cloud Storage for efficient data ingestion, transformation, and storage. Managed machine learning workflows with MLflow, facilitating versioning, tracking experiments, and ensuring model reproducibility. Developed a conversational AI chatbot using OpenAI's GPT-3, integrating it with Vectordb for enhanced context-aware responses, leading to a 40% increase in user satisfaction.

Full Stack Engineer

Maxos LLC
November 2020 - June 2022

Completed 5 decentralized social media web applications using React, CSS, Bootstrap and web3.js/ethers.js based on Lens protocol for integrating Ethereum. Designed and developed a Gen AI solution utilizing LangChain, LlamaIndex, and Redis databases to address business problems related to dynamic content generation. Implemented batch prediction processes and real-time inference monitoring on Databricks. Monitored GenAI applications, handling both batch processing on Databricks and real-time inference on Azure. Played a key role in a cross-functional team that developed a supply chain authentication application for a luxury goods manufacturer. Developed and deployed a scalable Gen AI solution on Google Cloud Vertex AI platform for real-time customer query responses integrating with Chroma and Pinecone databases. Took advantage of the LLAMA model to develop intelligent data classification and recommendation systems, leveraging limited labeled data for training robust machine learning models.

Full Stack AI Developer

Neoteric
April 2019 - September 2020

Orchestrated and mentored a team of 3 developers (1 NodeJS backend, 2 React front-end) to expertly craft and deploy 3+ cutting-edge websites, serving 80K+ customers, resulting in an impressive 30% increase in customer engagement and a substantial boost in revenue. Maintenance and refactoring of existing websites (refactoring slow implementations, migrating data, merging 40 projects into 1 generic project, and more). Optimized GAN training pipelines for stability and convergence, utilizing advanced techniques such as spectral normalization and Wasserstein distance. Collaborated with domain experts to design and customize GAN models for specific applications such as image-to-image translation and text-to-image synthesis. Migrated on-premises workloads to GCP, enhancing data analytics and processing with Cloud SQL, BigQuery, and Dataflow, boosting performance and reducing costs. Provided and received specific constructive feedback through PR reviews and open dialog with other engineers.

Full Stack Developer

Lama AI
May 2017 - February 2019

Accomplished 20+ front-end and back-end applications utilizing React.js, Node.js, and Typescript. Designed and maintained 30+ REST APIs, such as data retrieval services with OpenAPI specifications. Developed a comprehensive testing suite for a healthcare management system using Jest and Cypress, achieving 90% code coverage and significantly reducing bugs. Designed and implemented custom chart interfaces with ApexCharts and tailored Sumsub for KYC verification using Material-UI. Constructed 50+ customized reusable components by harnessing the power of React, Redux, Material UI, Bootstrap, and HTML/CSS. Enhanced user interfaces by updating menus to be more intuitive, attracting 5% more clients than the previous quarter.

Smart Scores

Communication
70
Role Fit
100
Adaptability
80
Problem-solving
90

Smart Skills

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