MAKE THE MOST OF YOUR DATA.
I’m a senior AI & machine learning engineer, and I help companies make the best use of today's AI technology in order to hit their KPIs. I analyze your data, develop machine learning models, and show you how to be more data-driven, using resources you already have in order to reach your business goals. Whether your current pain point is conversion rate, fraud prevention, anomaly detection or any other - your data already knows what you need to solve it, and I can help you find out how.
ABOUT ME
I’ve been solving problems with data for 14 years, both in academia and in the tech industry. Prior to consulting, I worked for companies such as Armis and PayPal, utilizing big data and machine learning for fraud prevention, risk mitigation, and everything cybersecurity.
Today I work with both startups and more established companies, helping them use their data - and today’s AI & machine learning technology - to drive success.
I also lead the Israeli community of Women in Data Science, utilize ML for whale preservation with the Deep Voice foundation, and offer my expertise with AI and data under the Good Food Institute mentoring program. I have founded the non-profit initiative GreenProtein AI, dedicated to utilizing ML technology for the future of plant-based foods.
SERVICES
I provide many services, some of which are:
1. Building tailored AI/ML systems, designed around the client's unique business needs.
2. Working with early-stage startups to refine their vision for incorporating AI into their product, and design both a short and long-term work plan.
3. Helping established companies understand the best ways to use AI to eliminate pain points and improve efficiency.
4. Coaching junior and mid-level AI/ML engineers, researchers and team managers, focusing on both the technical aspects of machine learning work, and the organizational challenges of implementing it into existing environments.
TESTIMONIALS
Noa's presence in the team in the past 2 years has been amazingly significant. Her ability to be at the deepest technical levels and at the same time to clearly communicate project status/details to management & business leaders is scarce and priceless. She is a true partner for strategy discussions and roadmap planning.
Noa's seniority and mentoring capabilities are inspiring and make a difference in the team every single day.
Shoshi Gutreich, Clarivate
Noa quickly assessed our current data landscape and provided targeted advice on extracting value from our data, especially crucial for accelerating our R&D. Noa’s combination of fast-paced insights and deep industry knowledge makes her an invaluable asset.
Shelly Lotan, Medium Well
Noa is insightful, keen and possesses vast experience when it comes to working with data and more specifically machine learning, having a very clear understanding of the process from A to Z. Noa delivered the project earlier than initially estimated as she was able to identify shortcuts worth taking to deliver a prototype-grade solution while making no compromises affecting the core of the project.
Yuval Cohen, Ideal Skill
Throughout the work on the project, Noa showcased remarkable teamwork, extensive knowledge of various machine learning methodologies, and impressive problem-solving skills. Her proficiency implementing ML models streamlined our project, helped us achieve the otherwise tight deadline.
Neta Snir, LeO
Having Noa coaching our team has been a game-changing experience... Her profound knowledge in data and machine learning was evident as she adeptly guided our team through complex technical challenges.
Noa didn’t just provide solutions; she equipped our team with the skills to devise solutions independently. Her guidance has undeniably elevated the proficiency and confidence of our team members.
Inbar Weiss, Snappy
Noa has the rare combination of understanding the big picture while not skipping the details. During her consultation period in PayPal she had a major impact on the high-focus project she was recruited for, allowing to deliver on time.
In addition to her analytical capabilities, Noa has great communication skills, allowing her to succeed in complex projects which involve multiple stakeholders.
Itzik Levi, PayPal
Noa played a crucial role in collaborating with Datacy to pinpoint, refine, and implement a model for topic modeling. I was genuinely impressed by her unwavering commitment to achieving results and delivering value. Her adeptness in engaging with individuals from various backgrounds within the organization, along with her seamless collaboration with the engineering team to achieve the desired results, left a lasting positive impression.
Abraham Elmahrek, Datacy
In her capacity as a mentor for the Good Food Institute, Noa has been a terrific addition to the program... Noa is driven, dedicated, and smart. The startups she helps come away from their engagements with her feeling inspired and far better informed. Working with her has been an absolute pleasure and we are thrilled that she is willing to share her vast knowledge for the betterment of our sector.
Laine Clark, GFI
TALKS
TECHNICAL WRITING
Articles I've written about AI, ML, and everything data.
Data science team management — how to do it right? A compilation.
How to classify taxonomic data like a pro.
Building your first hierarchical classification model? This post is for you.
Best practices for your hierarchical classification ensemble model.
How to measure the performance of your hierarchical classification model.
How to stay up-to-date while not losing focus on our own work.
ALTERNATIVE PROTEIN & FOODTECH
In the rapidly evolving alternative protein and FoodTech industry, effective R&D is crucial. I apply my expertise in machine learning and data science to accelerate and optimize R&D processes, fueling efficiency and innovation. From predictive modeling and experimental design optimization to the wide array of methodologies within machine learning, I equip your team with tools to fast-track product development, streamline prototyping, and enhance research outcomes. Harness the power of AI in your FoodTech R&D and turn your innovative ideas into sustainable, market-ready solutions faster.
PRO BONO CONSULTING SESSIONS
WHO ARE THEY FOR?
Founders of early-stage startups, who would like my (free) advice on their AI strategy.
WHO QUALIFIES?
Women-led startups, startups that focus on alternative protein / animal welfare, or founders who have signed with Founders Pledge.
HOW TO APPLY?
Email me with a brief description of your mission, and what you hope to get from our session.
While I will not be able to accommodate everyone, no message shall go unanswered.
COMMUNITY
PRO BONO WORK & SOCIAL INITIATIVES
THE GOOD FOOD INSTITUTE (GFI)
AI & Data Strategy Mentor
WOMEN IN DATA SCIENCE ISRAEL
Community Founder & Leader
DEEP VOICE FOUNDATION
Research Engineer
MODERN AGRICULTURE FOUNDATION
Advisory Board
LET'S CHAT
Got an exciting new data project you want me to get on? In need of some consulting for all that machine learning? Drop me a line at: