I'm a Machine Learning Engineer with 8+ years of experience building and deploying scalable AI solutions across industries. I specialize in model development, deep learning, and MLOps, with a strong foundation in Python, cloud platforms, and cross-functional collaboration. I’m passionate about turning complex data into actionable insights and leading high-impact projects from prototype to production.
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Cole J.
Ai/ML engineer
- 3 yrs experience
- ML bot expert
- Technical Lead
- 3 yrs experience
- ML bot expert
- Technical Lead
Arsenal is the best football club
Available
Key Skills & Tools
English profeciency
Conversational
Timezone available in
East Asia
Get to know me
Skills that pay the bills
Tools
- Python
- R
- SQL
- RESTful APIs
- AUC
- Git & Version Control
Technical
- PyTorch
- MLOPs
- Data Engineering
- Big Data
- Time Series Forecasting
- MLflow
- Bash/Shell scripting
- Data Versioning
- AUC
Domain Knowledge
- Bash/Shell scripting
- Data Versioning
- AUC
Work I'm proud of
Scalable ML infrastructure for Agro-Health Platform
📌 Project Overview
Helped an Agro-Health startup scale its disease detection platform by building a robust ML infrastructure that processed satellite, soil, and weather data for real-time farmer insights.
❗ The Problem
- Siloed, unstructured data
- Manual model training and deployment
- No ability to scale across regions or retrain models easily
🛠️ What I Did
- Designed end-to-end ML pipeline using AWS SageMaker, Airflow, and MLflow
- Built automated ETL pipelines to unify and clean multi-source agricultural data
- Deployed real-time scoring API via FastAPI + Docker
- Implemented CI/CD for weekly model retraining
Impact
- 60% faster insights (10 mins vs 24 hrs)
- 🎯 89% F1-score for disease detection
- 🌍 Scaled to 8 regions
- 📲 +28% farmer engagement
Personalization Engine for eCommerce Retailer
📌 Project Overview
Helped an Agro-Health startup scale its disease detection platform by building a robust ML infrastructure that processed satellite, soil, and weather data for real-time farmer insights.
❗ The Problem
- Siloed, unstructured data
- Manual model training and deployment
- No ability to scale across regions or retrain models easily
🛠️ What I Did
- Designed end-to-end ML pipeline using AWS SageMaker, Airflow, and MLflow
- Built automated ETL pipelines to unify and clean multi-source agricultural data
- Deployed real-time scoring API via FastAPI + Docker
- Implemented CI/CD for weekly model retraining
Impact
- 60% faster insights (10 mins vs 24 hrs)
- 🎯 89% F1-score for disease detection
- 🌍 Scaled to 8 regions
- 📲 +28% farmer engagement
Why Out of Office thinks I'm awesome
Working with Markus N. has been a masterclass in what it means to be a truly effective ML engineer. He combines an exceptional grasp of algorithms and model architecture with a deep understanding of infrastructure, scalability, and business impact. Whether it's designing robust pipelines, optimizing model performance, or translating technical results into clear stakeholder value, Markus consistently delivers with precision and insight.
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Tim D’Onofrio
VP of Growth
💼 Brain & heart
Certification
- Google Cloud Professional Machine Learning Engineer
- AWS Certified Machine Learning – Specialty
- TensorFlow Developer Certificate
- Microsoft Certified: Azure Data Scientist Associate
- DeepLearning.AI: Deep Learning Specialization (Coursera)
Personality Type
INTJ - " The architect" (Strategic, analytical, and highly independent)
- Enjoys tackling complex problems with structured thinking
- Quiet confidence, thrives in deep work and cross-functional problem solving
- Often seen as the “quiet force” behind scalable innovation
Cole J.
Ai/ML engineer
- 3 yrs experience
- ML bot expert
- Technical Lead
Available
How to find talent through Out of Office
Book a call with Tim
Our talent agent will understand your needs and requirements
Schedule a call
1
Connect with Tim D'Onofrio, our Client Advisor, to discuss your objectives, technical requirements, and team structure.
Review our proposed candidates
We'll match you with members who fit your requirements within 48 hours
Within 48 hours, we will introduce you to highly qualified engineer talent that aligns perfectly with your needs.
2
Pay only when candidate hired
Risk free, pay only when the candidate starts working for you
3
We oversee contracts, compliance, and payroll, no matter where the talent is located, while you both focus on making magic happen
Connect with Tim D'Onofrio, our Client Advisor, to discuss your objectives, technical requirements, and team structure.
Within 48 hours, we will introduce you to highly qualified engineer talent that aligns perfectly with your needs.
We oversee contracts, compliance, and payroll, no matter where the talent is located, while you both focus on making magic happen
Meet some of our talent
Our engineers have worked with companies ranging from startups to Fortune 500s, bringing diverse expertise to your team.
Johnson K.
ML/AI engineer
Crazy about the new york Nicks.
- 12 yrs experience
- ML bot expert
- Technical Lead
I'm a Machine Learning Engineer with 8+ years of experience building and deploying scalable AI solutions across industries. I specialize in model development, deep learning, and MLOps, with a strong foundation in Python, cloud platforms, and cross-functional collaboration. I’m passionate about turning complex data into actionable insights and leading high-impact projects from prototype to production.
Available
Raviteja G.
Data Scientist
Former Patrol Leader in the Bharat Scouts, still applies the same teamwork and calm leadership to every data sprint he joins.
- 8+ years of experience in data science and applied AI
- Expertise in End-to-end ML systems, predictive modeling, GenAI/AgenticAI
- Leads in DataRobot, Azure, Databricks, PyTorch, and Model Deployment
I’m a Senior Data Scientist with over 8 years of experience across telecom, automotive, and infrastructure analytics. I’ve worked with predictive modeling, object detection, time-series forecasting, and now GenAI and agentic systems. My goal is to bring together cutting-edge platforms and practical deployment strategies to solve complex business problems at scale.
Available
Markus N.
Certified TensorFlow Developer
Never looks forward to summer
- ML Team Lead
- 8 yrs experience
- Technical Lead
I'm a Machine Learning Engineer with 8+ years of experience building and deploying scalable AI solutions across industries. I specialize in model development, deep learning, and MLOps, with a strong foundation in Python, cloud platforms, and cross-functional collaboration. I’m passionate about turning complex data into actionable insights and leading high-impact projects from prototype to production.
Available
Still searching?
Speak with Tim
Johnson K.
ML/AI engineer
- 12 yrs experience
- ML bot expert
- Technical Lead
Preferred Timezones
East Asia
US & Canada (ET)
+2
English Proficiency
Fluent
Key Skills & Tools
Get to know me
Aliya k.
ML engineer
- 3 yrs experience
- ML bot expert
- Technical Lead
Preferred Timezones
Western Europe
+2
English Proficiency
Conversational
Key Skills & Tools
Get to know me
Manikant K
AI Manager
- NLP & data science expert
- 10+ years experience
- Expert at building & scaling AI products that solve real-world problems
Preferred Timezones
Eastern Europe
+2
English Proficiency
Fluent
Key Skills & Tools
Get to know me
Close
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