Work Experience

MLOps Engineer & Cloud Practitioner

⁠

Vosyn.ai⁠

Feb 2024–Current

Specialization in video & voice AI technology, +350 employees. Cloud native microservice architecture.

Implement MLOps with Kubeflow on Kubernetes and Vertex AI to build ML CI/CD/CT Pipelines, Distributed training, Model Serving, etc.

Develop, Package, Containerize or Fine-tune machine learning models, and Deploy into production environments (AWS & GCP), Cloud Run or GKE.

Leverage Kubernetes to orchestrate and deploy containerized applications and optimizing resource utilization, and GCP Cloud Run for Serverless Apps.

Employ Prompt Engineering strategies, Prompt Priming, 0-1-Few Shot learning in LLMs to refine model inputs and guide outputs, improving the quality and relevance of AI-generated content and predictions.

Building customized GPT.

Building and training of Encoder-Decoder Transformer, Decoder Transformer (GPT) and Encoder Transformer for classification (PyTorch).

Developed an English – Spanish translator by building an Encoder-Decoder Transformer and training it on a Spanish – English dataset.

Proficient in developing and fine-tuning Large Language Models (LLMs) for Generative AI solutions.

Machine learning Engineer

Freelancer Oct 2021–Aug 2023

Developed innovative Generative AI applications, such as:

A Travel Recommender App leveraging LangChain and Google Palm LLM.

A PDF Chat Web App with Palm LLM, conversations with PDF documents.

An Internet Document Research Tool to facilitate real-time interaction with web pages.

Computer Vision apps: Plant Disease Detection and Body Movement Detection web application.

Conducted end-to-end AWS cloud ML projects using SageMaker, GroundTruth, and Data Wrangler.

Delivered impactful Time Series Analysis and Predictive Analytics solutions, including:

Bitcoin price prediction.

Crime trend analysis across Toronto City at various time granularities

DDoS Attack Prediction for improved system resilience.

Donation fundraising Ethereum Distributed App on the Blockchain, using Solidity.

Analyzing website traffic data and performance using MySQL.

Data Visualizer, Data Analyst, Project Planner

Meyar Jun 2014–Apr 2016

Data graphs and visualizations capabilities for better decision-making with the use of BI tools. presenting clear and concise reports detailing analytical findings.

Preparing weekly and monthly plans and graphs with company data: revenue, cost, project progress etc.

Developed comprehensive project plans to ensure timely delivery within budget constraints.

Want to print your doc?
This is not the way.

Try clicking the ⋯ next to your doc name or using a keyboard shortcut (

CtrlP

) instead.