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Jay Soni

@jaysoni2

AI Engineer at CodeTrade.io building production Voice AI and iXBRL document intelligence with ~70% tagging accuracy.

At CodeTrade.io, I build production Voice AI systems for interview and customer-support use cases, combining speech pipelines with multi-turn dialogue and automated workflows. I also delivered a voice customer-support agent and operational dashboard for a service-provider client.

I engineered an iXBRL financial document-intelligence platform that achieved ~70% tagging accuracy and cut initial tagging turnaround from multiple days to minutes or hours. I also built evaluation workflows, reduced OCR and financial-document processing costs by ~50%, and developed agentic RAG systems and private LLM deployments.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

CodeTrade.io

Jul 2024 - Present (2 years 4 months)

Built production Voice AI systems and an iXBRL financial document-intelligence platform, achieving ~70% tagging accuracy and reducing processing costs by ~50%. Designed agentic RAG workflows and deployed open-source LLMs for privacy-sensitive inference.

Python Lang Chain LangGraph fastAPI Stts TTS VAD OCR AWS Azure AI Docker Retrieval Model Evaluation RAG Agentic Workflows Tool calling Vector Retrieval Qwen Mistral LLaMA 3.1

Data Scientist Intern

Petpooja

Oct 2023 - Mar 2024 (5 months)

Fine-tuned Stable Diffusion with LoRA and DreamBooth for domain-specific image generation, improving output quality by ~20% through dataset validation and preprocessing.

Stable Diffusion LoRAs Dreambooth Dataset Validation Pre processing Training Optimization