About Ambika
AI for Impact Specialist | Developer Relations & Agentic AI
Building equitable AI infrastructure for global development contexts
About Me
AI practitioner with 6+ years in generative AI, LLMs, and agentic systems. Head of Developer Relations at Gooey.AI — an open-source AI workflow platform built for accessibility and scale. I specialize in making AI work for the people and contexts most often left out of the room: Global South communities, under-resourced NGOs, and non-technical changemakers.
Services
🤖 Agentic AI for Social Impact — RAG-based workflows, multilingual bots, WhatsApp/low-bandwidth deployments
📚 Developer Docs & Technical Writing — AI documentation for impact orgs, open-source projects, and dev communities
🎯 AI Strategy for NGOs & DPGs — deployment roadmaps, responsible AI frameworks, SDG alignment
🔧 Prompt Engineering & Workflow Design — custom pipelines, multi-modal solutions, performance tuning
🔬 AI Model Evaluation & Language Audits — benchmarking LLM performance across languages, dialects, and low-resource contexts; bias and equity assessments
🎛️ Model Orchestration — multi-model pipelines, routing logic, fallback strategies, cost/performance optimization across GPT, Claude, Gemini, and open-source models
🌍 Training & Community — workshops, developer onboarding, 2000+ member community
Technical Stack
Gooey.AI · LLMs · RAG · Agentic Workflows · Model Orchestration · Language Evaluation · JavaScript · Python · GCP · WhatsApp APIs
Why Choose Me?
✅ 6+ years enterprise AI experience
✅ Active AI community leader
✅ Impact-focused technical expertise
Ideal Projects
- AI tools for health, education, or civic contexts
- Open-source / Digital Public Good initiatives
- Inclusive AI design for non-technical users
- Multilingual and low-resource language deployments
- Technical documentation for impact-focused AI platforms
English
Native or bilingual
Hindi
Native or bilingual
Remote only
Primarily works remotely
Experience
- GOOEY.AIHead of Developer Relations and Enterprise SuccessDIGITAL AND ITNovember 2022 - Today (3 years and 7 months)• Strategy for Developer Experience of Gooey products including client-side APIs and SDKs.• Creating and maintaining guides, how-tos, and glossaries for all Gooey's workflows.• Managing discussions and issues on Gooey's github repositories.• Managing discord community for support and queries (2000+ members).• Evaluated and tested new AI models and tools to enhance GOOEY's product offerings.• Developed generativeAI educational content, including curriculum and video tutorials.• Organized and led workshops and learning sessions, catering to the ever-evolving generative AI landscape.• Maintained and updated prompt guides to ensure user satisfaction and engagement.• Pioneered the testing of novel workflows and features, continually improving product efficacy.• Actively gathered and incorporated user feedback for product refinement and enhancement.
- IndependentEducatorEDUCATION AND E-LEARNINGJuly 2020 - Today (5 years and 11 months)Teaching creative coding at various design institutes specialising in computer vision, and AI and generative text models
- Ajaibghar Cultural ServicesDirectorOctober 2019 - Today (6 years and 8 months)At Ajaibghar, we provide artists and organisations with #creativecoding and design solutions. We have a speciality focus on bespoke and interactive projects for the web! We also excel at community events around tech and art, running properties like dra.ft and blob labs. We have worked with Science Gallery Bengaluru, BeFantastic, Hasgeek, Serendipity Arts to name a few.
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Education
- Project Management Professional (PMP)The Project Management Institute (PMI)2016Project Management Professional (PMP)
- Bachelor's of DesignNational Institute of Fashion Technology2010Bachelor's of Design
Skill set
Categories
- Other