// projects.json
AI Systems I've Built
6 projects · production ML & AI
Agentic AI Workflow Automation System
Designed and deployed a production Agentic AI system at AI by Tec for automating repetitive business workflows. The agent uses LLMs with tool-calling capabilities, maintains conversation memory, and makes autonomous decisions across multi-step processes. Deployed via FastAPI with real-time streaming responses and integrated with n8n for workflow orchestration.
Task automation
80%
Built at
AI by Tec
Production deployment · 2023–Present
RAG
Architecture
Enterprise AI Chatbot (RAG-Powered)
Production chatbot with Retrieval-Augmented Generation for domain-specific Q&A. Answers questions accurately from custom knowledge bases using dense vector retrieval + LLM generation.
95%+
Detection accuracy
Computer Vision Object Detection
Deep learning-based object detection pipeline for real-world visual recognition tasks. Custom-trained on domain-specific datasets using TensorFlow and OpenCV.
2-sided
Marketplace ML
ML Recommendation Engine (Gen4Gen)
Machine learning recommendation system built at Gen4Gen. Matches user profiles to service providers using demand prediction and collaborative filtering models.
GPT/Gemini
Models used
Prompt Engineering & LLM Fine-Tuning
Systematic prompt engineering framework and LLM fine-tuning experiments for domain adaptation. Improved output quality for specialized tasks through targeted prompting strategies.
n8n L1
Certified
n8n AI Workflow Integrations
Automated AI-powered workflows using n8n for business process automation. Integrates web scraping, API calls, AI processing, and notifications into no-code/low-code pipelines.