One of my key achievements leading the delivery of Engro's Enterprise High Value Data Lake project on AWS, where we migrated SAP data using the Medallion Architecture and implemented Generative AI RAG chatbot using Amazon Bedrock Claude Sonnet 3.5, and Amazon Titan Embeddings, enabling secure, AI-powered access to enterprise knowledge.
I built an AI-powered research intelligence platform that helps analysts and business teams query complex datasets through a single conversational interface.
𝐓𝐡𝐞 𝐏𝐫𝐨𝐛𝐥𝐞𝐦
Research teams often work across disconnected databases, reports, spreadsheets, dashboards, and documents. This slows analysis, makes cross-source searching difficult, and can reduce trust in AI-generated answers.
𝐓𝐡𝐞 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧
The platform combines RAG, AI agents, natural-language-to-SQL, structured and unstructured retrieval, source attribution, confidence scoring, and evaluation pipelines.
Users can ask a business question in natural language, and the system decides whether to search documents, query databases, run SQL, or combine multiple sources before returning an evidence-backed answer.
𝐀𝐜𝐜𝐮𝐫𝐚𝐜𝐲 & 𝐏𝐫𝐨𝐝𝐮𝐜𝐭 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞
The system evaluates answer correctness, retrieval quality, SQL accuracy, source relevance, hallucination risk, and response performance. Low-confidence results are captured for review and continuous improvement.
The frontend is built with React + TypeScript and includes AI chat, dataset exploration, source references, analytics, evaluation dashboards, and real-time updates.
𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐕𝐚𝐥𝐮𝐞
The platform helps teams analyze data faster, reduce manual SQL work, improve trust in AI outputs, and uncover insights across multiple data sources.
A modern dental clinic website design and development concept focused on patient trust, appointment conversions, and a seamless user experience.
The website was designed with a clean and professional healthcare aesthetic, intuitive navigation, responsive layouts, clear service presentation, patient testimonials, dentist profiles, and strategically placed appointment booking calls-to-action.
The project demonstrates how a well-structured dental website can combine strong visual design with conversion-focused UX.
Services:
Website Design & Development
Kajabi
Responsive Web Design
Healthcare UX/UI
Conversion-Focused Design
SEO-Friendly Website Structure