Portfolio
A focused showcase of LLM, RAG, voice agent, automation, healthcare AI, backend, web, and mobile work. Images and demo videos can drop into these projects later without changing the structure.
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Voice AI Backend
Built a Pipecat-based phone-ordering agent with FastAPI, Twilio, Redis, and OpenAI. The system reduced multi-query delay from 5-10 seconds to about 300 ms using in-memory hash tables, Redis-backed cart queries, fuzzy search, phonetic matching, Levenshtein distance, and transcription-aware auto-correction while cutting projected platform cost by about 80%.
AI Computer Vision Product
Fine-tuned SDXL with LoRA for an AI virtual try-on workflow and built the supporting FastAPI backend and mobile experience. The project combines model customization, image generation pipelines, API design, and mobile product integration for a practical fashion-tech use case.
AI Automation System
Built a voice follow-up system using VAPI, n8n, GoHighLevel, and webhook-driven CRM automation. The workflow increased lead generation by 40% and automated call logging, status updates, follow-up triggers, and lead qualification handoffs.
RAG Chatbot Platform
Built an AI chatbot platform for automated lead qualification, appointment scheduling, and 24/7 client support. The system used LangChain and RAG patterns to reduce response time by 75% while integrating with CRM workflows for agency operations.
Clinical RAG Assistant
Created a GPT-4 and FAISS based assistant for dental professionals, handling more than 500 queries per day with 95% accuracy. Novik supports evidence-aware recommendations across preoperative precautions, anesthetics, antibiotics, analgesics, postoperative care, and patient-specific context.
AI Documentation Assistant
Built an OpenAI GPT based therapy documentation tool that generates structured SOAP notes from patient-counselor conversations. The app includes client/session management, transcript upload, a therapist dashboard, and MongoDB-backed storage, reducing documentation time by 60%.