Sr Platform Engineer
Giorgobiani Giorgi (He/Him)
Founding Engineer who took Yellowpad from slide‑deck to SOC 2‑ready SaaS in < 6 months. Ex‑Genentech & Biz2Credit. Expert in React/Node, Python, AWS
Founding Engineer who took Yellowpad from slide‑deck to SOC 2‑ready SaaS in < 6 months. Ex‑Genentech & Biz2Credit. Expert in React/Node, Python, AWS
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Experience
Cere Network
Senior Software Engineer
Remotasks
Prompt Enginner
Developed and refined 200+ prompts using spaCy pipelines, elevating NLP model precision and recall across multiple client datasets.
Partnered with data scientists and... more PMs to prototype prompt‑based features that reduced model fine‑tuning cycles by one sprint on average.
Conducted prompt A/B tests and error analyses in Pandas, feeding insights back into iterative prompt design.
Authored internal prompt‑engineering guidelines adopted by 3 project teams, improving consistency and knowledge transfer.
Co‑authored a peer‑reviewed paper on emergent prompt patterns, presented at the 2024 NLP in Production conference.
Partnered with data scientists and... more PMs to prototype prompt‑based features that reduced model fine‑tuning cycles by one sprint on average.
Conducted prompt A/B tests and error analyses in Pandas, feeding insights back into iterative prompt design.
Authored internal prompt‑engineering guidelines adopted by 3 project teams, improving consistency and knowledge transfer.
Co‑authored a peer‑reviewed paper on emergent prompt patterns, presented at the 2024 NLP in Production conference.
Senior Software Egnineer
Spearheaded end‑to‑end delivery of a mission‑critical clinical‑data portal serving 10,000+ users, leveraging React, Redux, Java + Vert.x, and Neo4j.
Built interactive... more genomics visualisations with D3.js and AntV G6, enabling researchers to explore multi‑million‑node graphs in real time.
Introduced Cypress E2E test suite, lifting release confidence and cutting regression defects by 40%.
Led back‑end refactor to micro‑services; benchmark tests showed 30% lower latency and 25% CPU savings.
Mentored 4 junior engineers and drove adoption of clean‑architecture and TDD practices.
Built interactive... more genomics visualisations with D3.js and AntV G6, enabling researchers to explore multi‑million‑node graphs in real time.
Introduced Cypress E2E test suite, lifting release confidence and cutting regression defects by 40%.
Led back‑end refactor to micro‑services; benchmark tests showed 30% lower latency and 25% CPU savings.
Mentored 4 junior engineers and drove adoption of clean‑architecture and TDD practices.
Software Engineer
• Store Setup and Configuration: Configured store settings, navigation, payment gateways, and shipping options.
• Theme Customization: Personalized Shopify themes to align... more with brand identity, modifying layout, colors, and fonts.
• App Integration: Integrated apps for enhanced functionality, such as social media integration and email marketing.
• Custom Development: Created custom solutions using HTML, CSS, JavaScript, React, and Liquid.
• App Development: Utilized Shopify's API for developing custom apps to extend platform functionality.
• Backend Customization: Implemented custom backend logic using JavaScript, Ruby, and Shopify's Liquid template language.
• Data Management: Managed databases to store and retrieve product, customer, and order data.
• API Integrations: Integrated third-party services like payment gateways and shipping providers into backend processes.
• Performance Optimization: Optimized backend code for efficient store operations, minimizing queries and improving performance.
• Security: Implemented data encryption, secure authentication, and security best practices for customer data protection.
• Webhooks and Automation: Set up and handled webhooks to create automated processes triggered by events.
• Theme Customization: Personalized Shopify themes to align... more with brand identity, modifying layout, colors, and fonts.
• App Integration: Integrated apps for enhanced functionality, such as social media integration and email marketing.
• Custom Development: Created custom solutions using HTML, CSS, JavaScript, React, and Liquid.
• App Development: Utilized Shopify's API for developing custom apps to extend platform functionality.
• Backend Customization: Implemented custom backend logic using JavaScript, Ruby, and Shopify's Liquid template language.
• Data Management: Managed databases to store and retrieve product, customer, and order data.
• API Integrations: Integrated third-party services like payment gateways and shipping providers into backend processes.
• Performance Optimization: Optimized backend code for efficient store operations, minimizing queries and improving performance.
• Security: Implemented data encryption, secure authentication, and security best practices for customer data protection.
• Webhooks and Automation: Set up and handled webhooks to create automated processes triggered by events.
Biz2credit
Software Engineer
Delivered responsive loan‑application UI with React, Vue.js, and Redux/Vuex, improving applicant completion rate by 22%.
Designed Node.js/Express & MongoDB APIs... more processing $3 B in annual small‑business loan requests.
Implemented JWT‑based auth layers and role‑based access control, passing SOC‑2 compliance audits.
Established Jest & Mocha unit‑testing culture, raising code coverage from 45 % to 80 %.
Designed Node.js/Express & MongoDB APIs... more processing $3 B in annual small‑business loan requests.
Implemented JWT‑based auth layers and role‑based access control, passing SOC‑2 compliance audits.
Established Jest & Mocha unit‑testing culture, raising code coverage from 45 % to 80 %.
Employee
Education
About
Achievements
Scaled Yellowpad’s green‑field platform from concept to compliant production in < 6 months while achieving SOC 2 Type 2 certification on the first audit cycle.
Describe the most impressive thing you've done.
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