At Postgres Women India, we believe strong tech communities are built not only by engineers and database experts, but also by the incredible women who enable ecosystems to grow every day.
Introducing EnableHER — an initiative to celebrate women driving impact across the Data, AI, and Open-source ecosystem through community building, platform growth, operations, outreach, partnerships, design, events, and engagement.
EnableHER will spotlight inspiring women who create opportunities, foster collaboration, and strengthen communities in meaningful ways.
1. Tell us a little about yourself and your journey so far.
I am 37 years old, a mom of two children and a very creative person who draws energy from new ideas and constantly looks for ways to improve things.
2022: I joined CYBERTEC as Head of Marketing in February, marking the beginning of my journey in the PostgreSQL ecosystem.
2022: Co-organized PGDay Austria for the first time.
2023: I attended my first PostgreSQL conference (PGConf.EU 2023)
2025: Co-organized PGDay Austria again.
2025: Started actively contributing to the PostgreSQL community when I joined the team behind Postgres Contrib, highlighting non-code contributions on a weekly basis (postgres-contrib.org).
2025: Co-founded the Open Alliance for PostgreSQL Education (OAPE).
2025: Gave my first conference talk at PGDay Lowlands 2025 and later spoke at PGConf.EU 2025.
2026: Helped organize PGConf.DE 2026.
February 2026: Joined the PostgreSQL Europe Diversity Committee.
March 2026: Founded the PostgreSQL User Group Vienna.
March 2026: Joined the PostgreSQL Advocacy Committee.
March 2026: Joined Microsoft as a Principal Program Manager for PostgreSQL, where I can continue making a positive impact on the PostgreSQL project and its community.
Today: I am passionate about enabling people to contribute, growing communities, and making the PostgreSQL ecosystem more accessible and welcoming for everyone.
2. What inspired you to work in your current field, community, or ecosystem?
When I attended my first PostgreSQL conference in 2023, I immediately felt the vibrant energy of the community. At the time, I had no idea that someone with a background in marketing could become an active member of such a highly technical community.
Over time, through my work at a PostgreSQL vendor, I began to discover more and more of the small pieces that make the ecosystem work, including the people who truly make the community a community. At first, my curiosity was driven by the desire to better support my employer. But as I got to know the projects and, more importantly, the people behind them, I became attached to the project itself. I wanted to help, not because it was part of my job, but because I genuinely started to care.
To my surprise, I found areas where I could contribute from a marketing/ communication perspective. Realizing that my skills could be valuable to the community was both humbling and incredibly rewarding.
One of my first ideas came while looking at the author profiles of PostgreSQL contributors on a commercial website. I wanted to make it immediately visible that these individuals were named PostgreSQL contributors, that visual recognition matters for PostgreSQL companies. Creating a vendor-specific badge didn’t feel right; the recognition should directly come from the community, not from a company. So I wondered: what if we created a contributor badge for the PostgreSQL community itself? One that individuals could use to visually show that they are contributors.
With guidance from members of the community, I reached out to different groups to gather feedback and hear their perspectives. The conversations were incredibly encouraging. What started as a small idea quickly opened doors to many other community initiatives, and before I knew it, I had become involved in projects across the PostgreSQL ecosystem.
Bruce Momjian said in an interview with Claire Giordano (Open Source Leadership with Bruce Momjian) “.. if you’re working for a company, you have to work on the code. You don’t have a choice, right? But with open source, you really do have a choice because they’re all volunteers.” and I believe that summarizes it quite well. You can pick your topics that you’re passionate about. This is a thing you can’t always do it in your bread-job.
3. In your own way, how do you think your work enables people, teams, or communities to grow?
I would rather say that I try to enable. Communities grow through people’s genuine passion. Everything else comes automatically with passion. What I try to do is make sure the right tools and assets are in place to help the community grow.
One example is supporting local meetups, which are incredibly important for spreading the word about PostgreSQL and the Community. Because they have so much potential, I recently put together a (very basic) slide deck for meetup organizers. It introduces different parts of the PostgreSQL ecosystem and collects resources that already exist. The community has created so many great projects and initiatives over the years, but they can sometimes be difficult to discover. The deck doesn’t introduce anything new—it simply brings together ecosystem projects (both from PostgreSQL itself and from community members) and links to useful resources in one place. I hope it makes those first steps a little easier.
I remember my own early days with PostgreSQL. I never imagined that I could play a role in this community. Today, I share that story in my talks at PostgreSQL conferences because I want others to know that there isn’t just one way to contribute. And people should know whom to ask and about options.
PostgreSQL needs a diverse community. Everyone brings different skills, perspectives, and experiences, and everyone can contribute in their own way. That’s also why I’m part of the Diversity Committee, which helps underrepresented groups—including newcomers—find their place and feel welcome in the community. Creating an inclusive environment is essential, because communities can only grow when people feel that they belong.
4. What is one contribution, initiative, or achievement you are especially proud of, and why?
So far, starting a PostgreSQL Meetup group in Vienna feels like my biggest contribution to the community.
Before organizing the first meetup, I assumed that most PostgreSQL users had a similar understanding of the PostgreSQL community as I did. But during that first event, when I presented the upcoming conferences and talked about different parts of the ecosystem, I realized that many people use PostgreSQL every day without knowing much about how the community operates or what exists beyond downloading PostgreSQL itself.
There are millions of PostgreSQL users, but many of them don’t know how to engage with the ecosystem, use its community infrastructure, or find ways to contribute – or just the “why”. For an open source project like PostgreSQL, which depends on its community, that’s incredibly important. Somehow, I had assumed people already knew these things. But helping people at the edge of the ecosystem discover and engage with the community is a vital part of keeping the ecosystem healthy and growing.
I built the meetup group completely from scratch: finding the first sponsor, recruiting the first speakers, attracting the first attendees, and setting up all the supporting infrastructure. That included creating the meetup.com group, establishing the branding, launching a LinkedIn page, preparing presentations and agendas, and regularly sharing updates to keep people engaged.
In my opinion, alongside conferences, local meetups are one of the most effective ways to support the PostgreSQL community. They lower the barrier to entry, connect people with one another, and help newcomers discover that there is an entire ecosystem behind the database they already use.
5. What challenges or barriers have you faced in your journey, and how did you navigate through them?
Myself, mainly.
The biggest obstacle was my own belief that I didn’t (or couldn’t) belong in such a highly technical community. I was wrong. It took time, as well as encouragement and support from other people (especially those contributing in non-technical ways), for me to truly believe that contributions from non-technical community members are needed and valued, too.
It also took time to observe and understand how the community works as a whole. Only then was I able to recognize the many different moving parts and identify where my own skills could make a difference.
Coming from the commercial world, I initially struggled with the lack of formal authorities or approval processes. I was used to someone being responsible for making decisions and giving the green light. It took me a while to realize that, in an open source community, the best thing you can often do is simply start something, involve others, ask for feedback, and let the idea evolve together with the community.
6. What does “community” mean to you personally?
I have this idea of the “PostgreSQL village.”
To me, the PostgreSQL community is like a village. A village isn’t built by one kind of person. It has teachers, maintainers, builders, entertainers, craftspeople, and many others – even from different origins and backgrounds. It is the diversity of its people that allows it to grow and thrive.
I see PostgreSQL in much the same way. There are people who shape the future of the village, people who maintain it, people who welcome newcomers and visitors, people who build infrastructure, people who educate others, and people who create spaces where the community comes together. Every role matters, even if it isn’t immediately visible.
What makes the PostgreSQL community special is that it brings together people with different backgrounds, skills, and interests, all working toward a shared goal: making PostgreSQL better. No single person could build the village alone, but together, everyone helps it grow. Every contribution, whether technical or non-technical, is another piece of the village.
7. What does the name “EnableHER” mean to you?
Creating an environment where people feel comfortable becoming part of the community is one of its most important responsibilities. Trust, encouragement, and enablement are essential for helping a community grow. To me, enablement is a key part of building healthy communities.
EnableHER focuses on helping more women discover that they belong in the PostgreSQL community.
That brings me back to my idea of the PostgreSQL village. A village thrives because it is built by people with different backgrounds, perspectives, and skills. It needs teachers, maintainers, builders, craftspeople, organizers, communicators, and many others. The same is true for PostgreSQL.
If part of the population doesn’t feel welcome or doesn’t see a place for themselves in the village, the community misses out on potential contributors—not because they are women, but because they are people with valuable experiences, ideas, and skills who never become part of the community.
By helping more women participate, contribute, and discover that they belong, EnableHER helps ensure that PostgreSQL benefits from the broadest possible range of contributors. In the end, enabling people to find their place in the village makes the village stronger.
8. What advice or encouragement would you give to women looking to grow in technology, open-source, leadership, or communities?
I like to use my own journey as an example for people who think they can’t contribute to the PostgreSQL community. The truth is that everyone (really everyone) has something they can contribute. Every human is unique and we all have a special set of skills.
For me, attending a PostgreSQL conference and getting to know people was the turning point. My advice is simple: attend conferences, have the courage to start conversations, and take advantage of opportunities like the Women’s Breakfast, the Newcomers Breakfast, or the Social Lounge. These spaces make it much easier to meet people, ask questions, and discover where you can find your own place in the community.
9. Is there a woman, mentor, colleague, or community contributor who has inspired you in your journey?
Absolutely!
I’m incredibly grateful to have met people like Valeria Kaplan, Stacey Haysler, Ellyne Pneah, and Floor Drees. They all had a meaningful impact on my journey and helped me realize that I belong in this community.
There were also many men who supported me along the way. Jan Karremans introduced me to other people in the PostgreSQL community and helped me build my first connections. Andreas Scherbaum introduced me to the community’s workflows and showed me how things work behind the scenes. Their guidance and encouragement made it much easier for me to find my place and start contributing.
10. One message you would like to share with the PWI community.
Change and growth often happen at the edge of your comfort zone.
Talk Title: PostgresML: Revolutionizing Machine Learning with SQL
In today’s data-driven world, organizations often struggle with complex machine learning infrastructures and data movement challenges. This talk introduces PostgresML, a game-changing PostgreSQL extension that brings machine learning capabilities directly into your database. We’ll explore how PostgresML enables developers and data teams to perform sophisticated ML operations using familiar SQL commands, eliminating the need for separate ML systems. Through live demonstrations, we’ll showcase practical implementations of model training, real-time predictions, and GPU acceleration features. Whether you’re a database engineer, ML practitioner, or technical lead, you’ll learn how to leverage PostgresML to simplify your ML pipeline, enhance security, and accelerate deployment. Join us to discover how this innovative tool is bridging the gap between traditional database operations and modern machine learning workflows.
Talk Title: Developers are decision-makers now. DevRel gets you there faster
DevRel as a role has existed since the 1990s, yet it remains one of the least understood roles in tech. Whether due to changing definitions, role titles, or evolving industries, DevRel has transformed significantly over the past few years—yet it continues to shape the devtool landscape. Since 2023, we’ve seen explosive AI growth alongside a surge in tech companies and technical talent. But who reaches these developers? Developers distrust traditional marketing. Who builds the samples, docs, tutorials, and SDKs they rely on? DevRel has become more critical than ever, especially as developers increasingly become decision-makers. In this talk, we’ll explore what DevRel is, how it drives impact, and how you can build an effective DevRel program.
Talk Title: DPDPA(Digital Personal Data Protection Act) Unleashed – Why It Matters for Women in Data
India’s Digital Personal Data Protection Act (DPDPA) is reshaping how organisations collect, store and use personal data, with a phased, 18‑month rollout. This presentation explores what’s in policy and law, then dives into what it unlocks for careers in data, security and consulting—especially for women. As data architect ,designing database architectures, will try connect legal constructs (Data Principals, Fiduciaries, Consent Managers, the Board) to real-world data and database practices, and show how DPDPA can be a powerful career accelerator, not just a compliance requirement.
Talk Title: Where Technology Meets Customer Needs: Lessons from a Newbie Solutions Engineer
When I stepped into the world of open-source databases as a Solutions Engineer, I expected to feel overwhelmed, but I found a role that made surprising sense. In this talk, I’ll share my journey navigating PostgreSQL with the help of modern cloud platforms like Aiven and DigitalOcean, tuning tools like DBtune, and migration partners like Hexacluster. This isn’t a deep-dive into internals, it’s a practical, beginner-friendly session to reducing the friction of managing PostgreSQL in real-world environments. Along the way, I’ll highlight the often-overlooked role of a Solutions Engineer: the human bridge between customer needs and engineering solutions. If you’re a student, a DBA, a DevOps engineer or just Postgres-curious, you’ll walk away with not only tools to explore, but also a career path to consider.

Talk Title: Architecting Ethical and Responsible AI with PostgreSQL 18
Have you ever developed an Agentic AI application using an agentic framework such as langGraph and pgai extension and noticed you don’t get good results during testing or the results are biased towards a demographic. You don’t know what to do. Organizations developing Agentic AI applications using an agentic framework such as LangGraph and pgai extension often encounter issues during implementation and testing, including suboptimal performance or bias in results such as demographic bias. Identifying the root causes of these issues can be difficult without proper tools and methodologies. This session addresses these challenges by introducing Responsible AI interpretability and explainability techniques. Participants will learn how to understand and trace the model’s decision-making process, enabling them to identify why specific results are generated. These capabilities are essential for meeting compliance requirements in regulated sectors, including banking and insurance. Attendees will gain practical knowledge on building Agentic AI applications that incorporate Responsible AI principles, ensuring transparent, accountable, and fair outcomes.
Rumi ![]()
Talk Title: New features of PostgreSQL 18
PostgreSQL 18 continues the PostgreSQL project’s long-standing focus on performance, scalability, reliability, and developer productivity, building incrementally on the improvements delivered in PostgreSQL 15–17.
Rather than introducing disruptive changes, PostgreSQL 18 is expected to emphasize refinement and maturity across core subsystems such as query execution, indexing, concurrency, replication, and observability, making PostgreSQL even more suitable for enterprise-scale and cloud-native workloads.
Talk Title: Platform Engineering Unpacked: Architecture, Evolution, and Hard-Won Lessons
The way engineering teams build and deliver software has changed dramatically. We’ve moved from manual server setups to automated pipelines, from ticket-based operations to self-service workflows, and from siloed teams to platform-driven organisations. This shift gave rise to Platform Engineering, a discipline focused on creating the internal systems, golden paths, and tooling that empower developers to move faster with less friction.
In this session, I’ll walk through the evolution that brought us here and why Platform Engineering has become a strategic priority across industries. I’ll share the architecture patterns that define successful platforms, how self-service emerges as a core capability, and the practical dos and don’ts learned from building real-world internal platforms.
Attendees will gain a clear understanding of:
Why DevOps wasn’t enough, and what Platform Engineering solves
The natural evolution from scripts → automation → abstractions → platforms
What makes a good platform (and what absolutely doesn’t)
How to design developer-centered systems and golden paths
My firsthand lessons from enabling engineering teams at scale
This talk gives a foundational, experience-driven view of what Platform Engineering really means today and how teams can start their journey the right way.
Our idea explores the implementation of AI-driven query optimization in PostgreSQL, addressing the limitations of traditional optimization methods in handling modern database complexities. We present an innovative approach using reinforcement learning for automated index selection and query plan optimization. Our system leverages PostgreSQL’s pg_stat_statements for collecting query metrics and employs HypoPG for index simulation, while a neural network model learns optimal indexing strategies from historical query patterns. Through comprehensive testing on various workload scenarios, we will validate the model’s ability to adapt to dynamic query patterns and complex analytical workloads. The research also examines the scalability challenges and practical considerations of implementing AI optimization in production environments.
Our findings establish a foundation for future developments in self-tuning databases while offering immediate practical benefits for PostgreSQL deployments. This work contributes to the broader evolution of database management systems, highlighting the potential of AI in creating more efficient and adaptive query optimization solutions.
This talk provides an introductory overview of Artificial Intelligence (AI) and Machine Learning (ML), exploring key concepts and their application in building intelligent systems. It will highlight the essential AI/ML techniques, such as supervised and unsupervised learning, and discuss practical use cases in modern industries. The session also focuses on how PostgreSQL, with its powerful extensions like PostgresML, TimescaleDB, and PostGIS, supports the development of AI-powered applications. By leveraging PostgreSQL’s ability to handle complex datasets and integrate machine learning models, participants will learn how to build scalable, intelligent solutions directly within the database environment.
Success is a multiplier of Action, External Factors and Destiny.
Out of these three, the only controllable aspect is our action. Again, action is the result of our EQ, IQ, SQ, and WQ (Willingness Quotient) together.
We all want to be successful and keep trying to motivate ourselves with external factors. We read inspirational books, listen to great personalities, and whenever possible upgrade ourselves with more knowledge and the list goes on.
Indeed these are excellent motivators, but in this process, we forget the most important source of energy, YOU!
We read other stories to feel inspired, thinking “I am not enough!”
But, the day we start accepting ourselves, introspect, understand, and align our life purpose with our routine, we find the internal POWER. This is a continuous source of motivation and energy which we need at down moments. When we feel, lonely, stuck and seek help, our inner voice is the greatest companion.
But, how many times do we consciously think about our “Subconscious”?
“Journey to Self” is our structured coaching program where we take back focus from the outside and delve deep inside to find our inner strength. Focusing on self-acceptance and personal growth
I believe everyone has POWER within them!
Let’s be the POWERHOUSE!
Human, AI, and Personalized User Experience for DB Observability: A Composable Approach
Database users across various technical levels are frequently frustrated by the time-consuming and inefficient process of identifying the root causes of issues. This process often involves navigating multiple systems or dashboards, leading to delays in finding solutions and potential downstream impacts on operations.
The challenge is compounded by the varying levels of expertise among users. It is essential to strike the right balance between specialized and generalized experiences. Oversimplification can result in the loss of critical information, while an overwhelming amount of data can alienate certain users.
Developers and designers are constantly navigating these trade-offs to deliver optimal user experiences. The integration of AI introduces an additional layer of complexity. While AI can provide personalized experiences within databases, it is crucial to maintain user trust and transparency in the process.
The concept of personalized composable observability offers a potential solution. By combining the strengths of human expertise, information balance, and AI-driven personalization, we can create intuitive and user-friendly experiences. This approach allows users to tailor their observability tools and workflows to their specific needs and preferences.