Biran Y.

Biran Y.

Machine Learning Engineer

France
Trusted member since 2025
8 years of experience

One of her standout achievements is developing internal AI agents that interpret natural language queries and autonomously conduct complex data analyses. This initiative transforms how non-technical stakeholders access insights, accelerates decision-making, and reduces the workload on technical teams by bridging communication gaps across departments.

Combining sharp technical expertise with strategic business insight, Biran designs and delivers impactful AI systems that empower organizations to leverage intelligence at scale.

Main expertise

Google CloudGoogle Cloud5 years
MLOps3 years
PythonPython8 years
Large Language Models (LLM)Large Language Models (LLM)3 years
4+

Experience5

Machine Learning Engineer

beIN Media/Digiturk
Entertainment and Media
Jun 2024 · 1y 9m
  • Designs and implements internal AI agents capable of interpreting natural language queries and performing complex data analysis tasks autonomously.
  • Leads the development and deployment of services on Google Cloud Platform (GCP), ensuring scalability, security, and high availability.
  • Builds and maintains churn prediction models using large-scale datasets, applying machine learning and big data technologies to deliver actionable insights.
  • Develops and integrates Looker Explore Assistant extensions, enhancing user experience and enabling more intuitive data exploration through natural language interfaces.
  • Ensures compliance with internal data governance standards and external data protection regulations while managing sensitive information.
  • Continuously optimizes AI agent performance by conducting experiments, tuning models, and monitoring production metrics.
PythonPython
SQLSQL
TerraformTerraform
BigQueryBigQuery
OpenAI APIOpenAI API
5+
Monk.io

Machine Learning Engineer

Monk.io
Artificial Intelligence (AI)
Apr 2023 - Mar 2024 · 11m
  • Designed and implemented Retrieval-Augmented Generation (RAG) pipelines tailored for task-specific Large Language Models (LLMs), enhancing domain relevance and accuracy.
  • Wrapped machine learning models into production-ready services, enabling scalable deployment and integration across internal systems.
  • Conducted LLM benchmarking, evaluating models for performance, latency, and task-specific effectiveness to guide model selection and tuning.
  • Developed and maintained ETL pipelines and internal dashboards, streamlining data processing and providing actionable visibility into key metrics and operations.
  • Collaborated with cross-functional teams to translate analytical and operational requirements into scalable data and model-driven solutions.
Microservices
PythonPython
Google CloudGoogle Cloud
NLP
OpenAI APIOpenAI API
5+
WalletConnect

Data Scientist / Data Engineer

WalletConnect
Cryptocurrency and Blockchain
Jan 2023 - Apr 2023 · 3m
  • Automated AWS Glue Jobs using Terraform, ensuring reliable and repeatable infrastructure provisioning for data workflows.
  • Developed continuous analysis views in Amazon Athena to support near-real-time querying and business insights.
  • Structured and maintained a scalable data warehouse using DBT (Data Build Tool), enabling modular, testable, and version-controlled transformations.
  • Created and managed Preset.io dashboards for internal monitoring, providing clear visibility into key operational and business metrics.
  • Performed ad hoc and exploratory data analyses (EDA) to uncover insights, support decision-making, and address stakeholder inquiries.
  • Collaborated with cross-functional teams to translate data requirements into actionable insights and scalable analytics solutions.
PythonPython
SQLSQL
AWS S3AWS S3
TerraformTerraform
AWS AthenaAWS Athena
2+
Grokstream

Machine Learning Engineer

Grokstream
Information Technology (IT) and Services
Jan 2021 - Dec 2022 · 1y 11m
  • Developed and implemented new product features in response to evolving customer requirements, ensuring alignment with business objectives and user needs.
  • Conducted Exploratory Data Analysis (EDA) to optimize customer onboarding processes, uncovering key insights and trends.
  • Created clear and insightful visualizations to communicate data findings to stakeholders and support data-driven decision-making.
  • Enhanced performance tracking mechanisms, improving system observability and enabling more accurate KPI measurement.
  • Maintained and refactored the existing codebase, ensuring long-term scalability, maintainability, and adherence to development best practices.
Microservices
PythonPython
TensorFlowTensorFlow
DevOpsDevOps
Azure CloudAzure Cloud
2+
VNGRS

Data Scientist / Machine Learning Engineer

VNGRS
Information Technology (IT) and Services
Feb 2018 - Nov 2020 · 2y 9m
  • Enhanced chatbot performance by tuning AI models and optimizing parameters to improve response accuracy and user experience.
  • Benchmarked and improved the performance of Speech-to-Text, voice replication, and Optical Character Recognition (OCR) models across multiple use cases.
  • Conducted Exploratory Data Analysis (EDA) and maintained KPI tracking pipelines to monitor system effectiveness and guide strategic improvements.
  • Led R&D initiatives in multi-attribute forecasting, designing and deploying scalable machine learning workflows integrated with AWS SageMaker.
  • Developed robust classification and information extraction models for document processing, enabling automation and enhanced document intelligence.
  • Oversaw end-to-end data operations, including data preparation, manipulation, and labeling for various AI-driven projects, ensuring high data quality and consistency.
DockerDocker
AWSAWS
FlaskFlask
Microservices
PythonPython
9+

Assessments

Engineering excellence

Biran’s overall performance in a 90-minute live technical assessment ranks in the top 15% of vetted Machine Learning Engineers at Proxify.

Certificates 3

MITx
Fundamentals of StatisticsMITx

Issued Sep 2020
Credential ID 77567502370149629422dd7696b1ccc6

Data Science
MITx
Probability - The Science of Uncertainty and DataMITx

Issued May 2020
Credential ID 88cadfbe2936427bb007d30c9037411b

Data Science
MITx
Fundamentals of StatisticsMITx

Issued Sep 2020
Credential ID 77567502370149629422dd7696b1ccc6

Data Science
Do you want to know more about Biran’s certifications?Book a call

Education

Yıldız Technical University
Yıldız Technical University
Mathematical Engineering2013 - 2018

Stop browsing.
Get matched faster.