📍 Trivandrum, Kerala, India
📧 dhanyaamanoj07@gmail.com
📞 +91 9961087640
🔗 LinkedIn | GitHub

GenAI Engineer with hands-on experience in building LLM-powered applications, RAG systems, and autonomous agent frameworks for enterprise-scale automation.

I specialize in designing end-to-end AI systems involving:

• Multi-agent orchestration
• Retrieval-Augmented Generation (RAG)
• Document Intelligence pipelines
• Scalable AI microservices

I focus on turning LLM research into production-grade systems used in real business workflows.

Zentis AI (Techvantage.ai incubated startup) | May 2025 – Present

• Built multi-agent AI workflows using CrewAI & LangGraph for enterprise automation
• Developed production-grade RAG pipelines handling 10K+ daily queries with ~95% accuracy
• Designed document intelligence systems using Claude Vision, LayoutLMv3, PaddleOCR
• Built cloud-agnostic ingestion pipelines (AWS S3, Azure Blob)
• Implemented Human-in-the-Loop systems for model validation & feedback
• Reduced inference cost through optimized vision + OCR pipelines

Techvantage.ai | Nov 2024 – May 2025

• Built AI recruitment automation system using LLMs + MongoDB + APIs
• Developed HR RAG chatbot for policy Q&A systems
• Improved deployment efficiency by 40% using CI/CD pipelines
• Worked directly with clients to translate business requirements into AI systems

Indian School of Business | 2023 – 2024

• Performed spatial data analysis using ArcGIS & Python
• Supported location intelligence and business decision systems

UL Technology Solutions | 2024

• Built geospatial ML models for branch optimization and flood risk analysis

• Large Language Models (GPT-4, Claude, LLaMA, Mistral)
• RAG Systems (Retrieval, Chunking, Evaluation, Re-ranking)
• Agentic AI (CrewAI, LangGraph, AutoGen)
• Prompt Engineering & Optimization
• Multi-Agent Orchestration

• LangChain, LangGraph, CrewAI, HuggingFace
• FastAPI, Flask
• MongoDB, ChromaDB, Vector Databases

• AWS (S3, EC2, Lambda)
• Azure (Blob, ML tools)
• Docker, Kubernetes (basic)
• GitHub Actions CI/CD

• Python, SQL
• Pandas, NumPy, Scikit-learn
• PyTorch, TensorFlow

• PaddleOCR, LayoutLMv3
• AWS Textract
• PDF parsing & structured extraction

• Multi-agent system automating policy update workflows
• Built using CrewAI + Groq LLM + Pydantic validation

• LLM-powered HR assistant with intent classification
• Context-aware multi-agent response system

• ML models using satellite data (Sentinel-1/2)
• Deployed using Streamlit dashboard

• Deep learning model for automated geospatial extraction

M.Sc. Data Analytics & Geoinformatics
Kerala University of Digital Sciences (2022–2024)

B.Sc. Physics
University of Kerala (2019–2022)

• IBM Data Science Professional Certificate
• Google Foundations of Data Science
• Python Programming (Udemy)

• Agentic AI Systems
• Enterprise RAG Applications
• LLM Optimization
• AI Automation for Real-world Systems

⭐ Always building production-grade AI systems that solve real problems