Tincy Joseph
@tincyjoseph
I build enterprise LLM, RAG, and AI agent applications for real-world automation.
What I'm looking for
I've built enterprise AI applications at Activbytes Technologies, including a RAG chatbot using OpenAI embeddings, ChromaDB, hybrid retrieval, and reranking that achieved a 0.94 faithfulness score through MLflow evaluation.
I develop privacy-preserving LLM pipelines for document summarization with Presidio, Faker, Qwen, and vLLM, and have created AI voice automation for customer support using Retell AI, Make, and n8n. My work also includes anomaly detection for large-scale UEBA cybersecurity logs using Isolation Forest, KitNET, and statistical scoring.
I'm also building a production-oriented travel planning agent with LangGraph, Amazon Bedrock AgentCore, AgentCore Memory, Groq LLMs, Tavily Search, and human-in-the-loop review.
Experience
Work history, roles, and key accomplishments
AI/ML Engineer
Activbytes Technologies
Feb 2022 - Nov 2025 (3 years 9 months)
Developed anomaly detection models for UEBA cybersecurity logs using Isolation Forest and KitNET. Designed a RAG chatbot with OpenAI embeddings and ChromaDB, achieving a faithfulness score of 0.94.
Assistant Professor
AWH Engineering College
Taught engineering courses and contributed to academic development.
Lecturer
KMCT Engineering College
Delivered lectures and supported student learning in engineering subjects.
Education
Degrees, certifications, and relevant coursework
VLSI & Embedded Systems
Master of Technology, VLSI & Embedded Systems
M.Tech in VLSI & Embedded Systems.
Electronics & Communication Engineering
Bachelor of Technology, Electronics & Communication Engineering
B.Tech in Electronics & Communication Engineering.
Availability
Location
Authorized to work in
Portfolio
github.com/TincyJosephJob categories
Skills
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