Kondukto

At Kondukto, I’ll be driving the AI vision, strategy, and execution, focusing on integrating cutting-edge AI technologies into our customer-facing products while also leveraging AI to enhance and optimize internal processes.

🎯 My key responsibilities:

- AI Strategy & Vision: Defining the roadmap for AI-driven innovation.
- Product AI Integration: Implementing intelligent features to improve security operations.
- Internal AI Optimization: Enhancing automation and efficiency across workflows.
- Research & Development: Staying at the forefront of AI trends to keep Kondukto ahead of the curve.

Head of Artificial Intelligence

Harmonytics

As the founder and AI & Software Engineer at Harmonytics, I led technical projects and product development for clients, including Doist, BP, and DevKit. My work spanned backend development, data engineering, and technical content creation. Notable projects included:

- Harmonist: AI conversational chatbot with RAG functionalities.
- Client Services: Delivered backend services for Doist, data engineering for BP, and technical blog content for DevKit (Zext).
- Product Development: Developed a Suicidal Ideation Detection API, a command-line trading app, and a data annotation tool.
- Castelect: Oversaw the implementation of this entertainment recruitment platform, leading backend development with a collaborative team.
- Research: Conducted studies on mental disorder prediction models.
- Corporate Branding: Designed and maintained multiple corporate websites.

AI Engineer

Psikas

As the Artificial Intelligence Engineer at Psikas, I spearheaded the development of an AI chatbot tailored specifically for psychotherapists and psychotherapy clinics. Psikas' chatbot is designed to listen empathetically to visitors, ensuring they feel understood and validated, before encouraging them to share contact information to create valuable leads for clinics.

Leveraging my domain expertise in psychology, I conducted an in-depth analysis of requirements to align the chatbot's responses with therapeutic communication standards. After producing a proof of concept to validate the idea, I designed the overall system architecture, focusing on scalability, privacy, and security to support future growth. My primary technical contribution was in implementing the AI module, enabling the chatbot to interact naturally and responsively, enhancing user engagement.

To optimize operational efficiency, I implemented a prompt optimization strategy, reducing overall system costs by 60%. This approach significantly improved Psikas' cost-effectiveness while maintaining the chatbot's high-quality responses. Through these contributions, I played a pivotal role in transforming Psikas from concept to a functional, cost-effective AI solution that drives lead generation for psychotherapy practices.

Artificial Intelligence Engineer

Software Engineer with focus on Data Engineering. Improving code quality & standards, creating testable, reusable software libraries for Data Engineers.

At BP, I played a key role in advancing data engineering standards and best practices within the Center of Excellence, leveraging expertise in Python, PySpark, AWS Glue, and CloudFormation to enhance efficiency and streamline development. I developed an extensible Python package containing reusable classes and utility functions, now widely adopted across BP teams, significantly reducing development time and enhancing code reusability. By implementing robust testing protocols, I improved data pipeline quality and coverage, reducing error rates and empowering teams to adopt similar practices. Additionally, I authored comprehensive documentation, enabling effective knowledge transfer and continuity across data engineering initiatives. My efforts in pipeline optimization resulted in a 50% reduction in development time and significantly minimized bug frequency.

Software Engineer

Toptal

I managed the maintenance and development of a nursing home management system for a U.S.-based company. Using Python and Django, I enhanced the backend infrastructure, improving scalability and performance. My responsibilities included optimizing data flow for better user experience, adding features based on user needs, and upgrading existing functionalities. I also refined testing processes to maintain high quality and reliability in the system.

Doist

As a backend developer for Todoist and Twist, I contributed to feature integration and system maintenance using Python. Key achievements included implementing Apple Sign-in and Slack Importer functionalities for Twist, managing thread-closing processes, and establishing email confirmation workflows. Additionally, I performed extensive code maintenance, ensuring stability and reliability for both platforms to enhance user experience and support scalability.

Amazon

At Amazon Business, I led the "Bulk Address Import" project for enterprise customers, managing everything from requirements gathering and Business Requirement Documents (BRD) creation to iterative architecture design. I also developed a security threat model for the project to safeguard customer data. Additionally, I improved team documentation, automated processes, and developed productivity tools, significantly streamlining workflows and boosting developer efficiency. My work included a machine learning proof of concept in Scikit-Learn to classify and route customer tickets, enhancing operational efficiency and reducing response times.

Software Development Engineer II

Fikrimuhal

- Stack: Scala, Akka, Play, React, NodeJS, ES6, RxJs, Crystal, Python, WebRTC
- Worked on HiveCDN (P2P supported CDN) project.
- Designed architecture and algorithms.
- Developed backend and frontend with microservice architecture.
- Prepared grant proposals for government fundings.
- Built Continuous Integration and Deployment infrastructure.

R&D Engineer

Universal Bilgi Teknolojileri

In my role as an R&D Engineer, I provided strategic consultation on developing new R&D projects, identifying innovation opportunities aligned with industry needs. I attended sales meetings to better understand client requirements, conducted in-depth analyses, and identified areas for operational improvement. My contributions helped shape Universal Yazılım's R&D initiatives, fostering data-driven decision-making and enhancing project effectiveness.

Woramo

A social network for sharing product/service reviews online. 

Stack: Python, Django, MySQL, Redis, Celery, Memcached, ElasticSearch, Nginx, Jenkins.

Woramo represents a new era in product and service reviews. Friends can ask each other's opinion about a product or service over social networks. 
Users can share what they like and dislike and build wish lists. Those lists can be used to find gifts for friends. Members can also post questions about products and services, which can be answered by other community members.

I don't just follow the future—I build it.

With over a decade of experience at global tech leaders including Amazon, BP, and Doist, I blend technical expertise with real-world impact—building everything from AI-powered mental health platforms to enterprise-scale data systems. My background spans software architecture, full-stack development, and AI engineering, anchored by specialized knowledge in machine learning and information retrieval.

Currently leading AI innovation at Kondukto and developing breakthrough solutions at Harmonytics, I bridge the gap between advanced research and practical implementation. My PhD research on detecting suicidal ideation through text mining demonstrates my commitment to meaningful technology—whether creating empathetic AI systems that save lives or engineering workflows that save thousands of development hours.

I'm passionate about collaborations where technology creates genuine human value. If you're interested in transforming cutting-edge research into impactful products that solve meaningful problems, let's connect.

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