Generative AI & LLM Applications
GPT-4, Claude, Gemini — product integration, prompt design, and structured outputs for real user flows.
AI EngineerPython • LLMs • RAG • Agents • Automation
AI that moves
beyond the demo.
I build intelligent products that connect models, trusted knowledge, business workflows, and thoughtful user experiences. The goal is not AI for attention. It is AI that saves time, improves decisions, and works reliably for real people.
Discuss an AI opportunity ↗100+Creators supported by AI workflows
40%Reduction in content-development time
500+Users reached through improved digital workflows
ProductionAPIs, evaluation, deployment and monitoring
What I bringComplete AI product
Complete AI product
engineering.
I can contribute from early product thinking through backend integration, retrieval, automation, quality assurance, and production delivery.
AI Integration into Existing Products
Adding intelligent features to existing web and mobile products without a full rebuild or platform change.
Retrieval-Augmented Generation (RAG)
Connect models to trusted knowledge bases using embeddings and vector search for grounded, accurate answers.
Embeddings & Semantic Search
Semantic similarity, smart chunking strategies, and vector DB integration with Pinecone, Chroma, and Qdrant.
AI Agents & Multi-step Workflows
Autonomous agents that plan, use tools, and complete multi-step tasks reliably without constant human input.
n8n & Zapier Automation
No-code and low-code workflow automation connecting APIs, business data, and AI in one dependable pipeline.
Prompt Engineering & Structured Outputs
Structured prompts, chain-of-thought reasoning, few-shot examples, and output validation for consistent results.
Model Evaluation, Testing & QA
Accuracy, relevance, safety, hallucination rate, cost, and speed testing before users depend on the experience.
Responsible AI, Safety & Guardrails
Bias detection, content filtering, privacy-preserving design, and ethical deployment for high-trust contexts.
Multimodal AI Experiences
Products that combine text, image, and audio models in unified, coherent user-facing experiences.
AI APIs & FastAPI Services
Production Python APIs that connect models, data pipelines, and product interfaces with low latency.
Deployment, Monitoring & Optimisation
Production deployment, performance tracking, cost monitoring, and iterative improvement after launch.
Selected AI workIntelligence shaped
Intelligence shaped
around real needs.
Healthcare, learning, cybersecurity, creator productivity, and career growth each require a different kind of intelligent experience.
AI healthcare • Smarter access to care
Carebrij
AI/ML Software EngineerCarebrij helps people understand symptoms sooner and reach the right verified professional with less uncertainty. I contribute to its AI-assisted symptom assessment and patient-to-doctor matching experience, connecting a supportive interface with dependable Python services behind the scenes.
AI/LLM IntegrationFastAPIPythonReactTypeScript
Experience the product ↗
AI cybersecurity • Guided protection
Sentra AI Labs
AI EngineerSentra makes online security feel less intimidating. Its AI agent translates risks into clear guidance, helps people understand what matters, and turns uncertainty into practical next steps they can act on with confidence.
AI AgentsLLM IntegrationCybersecurityReact
Experience the product ↗
AI learning • Personal tutor agent
Socraticos
AI EngineerSocraticos helps learners arrive at answers through thoughtful questions instead of simply handing them solutions. I shaped it as a patient AI tutor that uses conversational guidance to build understanding, curiosity, and confidence.
AI Tutor AgentLLM IntegrationConversational LearningReact
Experience the product ↗
AI automation • Creator production
Genalyze
AI Engineer & Software DeveloperGenalyze helps more than 100 creators turn ideas into finished digital work faster. I built Python and TensorFlow pipelines, strengthened LLM prompts and validation, and helped reduce content-development time by 40% so users could focus on creating rather than repetitive production work.
PythonTensorFlowLLM WorkflowsPrompt EngineeringValidation
Experience the product ↗
AI-powered career growth • Founder-led product
Career Nest
Founder & Lead Software EngineerCareer Nest helps ambitious students and professionals move from uncertainty to opportunity through personalized roadmaps, expert mentorship, practical resources, and relevant jobs. I lead the vision, product direction, team, and delivery while shaping intelligent guidance that makes each career journey more personal and actionable.
AI MentorshipProduct LeadershipReactSupabase
Experience the product ↗How I deliverA disciplined path
A disciplined path
to dependable AI.
Strong AI products come from clear goals, good data, careful evaluation, and ongoing improvement, not only a powerful model.
Understand
Define the decision, task, or customer experience AI should improve before choosing a model.
Connect
Integrate the right model, data, APIs, product interface, and business workflow into one useful system.
Ground
Use RAG, embeddings, and vector search when answers need to stay connected to trusted knowledge.
Evaluate
Test accuracy, relevance, safety, failure cases, cost, and speed before users depend on the experience.
Deliver
Deploy, monitor, improve, and document the system so it remains dependable beyond the first demo.
Hiring an AI engineer or building an intelligent product?