Soumya de

About Soumya de

I am a Data & AI Architect and ML Engineer with a specialized focus on Real-Time Computer Vision Systems and Agentic Systems. With over 4.5 years of experience at Celebal Technologies, I bridge the gap between complex sensory data and enterprise-grade automation.I have a proven track record of optimizing high-stakes vision pipelines, including reducing latency by 80% for defect detection systems and architecting real-time video intelligence platforms using RTSP ingestion and RAG-based retrieval. My work involves the full lifecycle of AI—from satellite image extraction and form recognition to deploying scalable microservices on Cloud.

Experience

1. Associate Data Scientist

   Celebal Technologies

   Feb 2022 — Present · Jaipur, IN

   Call Center AnalyticsRole: Architected a solution integrating voice transcription via Azure\'s Speech-to-Text API, feeding into our backend AKS system for real-time bot logics. Accomplishments: Leveraging OpenAI\'s Cognitive Search and related services, our solution optimizes cost by 30-40% in engine training and cuts agent escalation rates by 50%. Empowering agent assist through knowledge mining, transforming customer interactions.Solar Panel Defect Detection System​Role: Benchmarking the existing solution to track latency of each pipeline components. Developing & re-designing the pipeline by optimizing the performance and resource dependencies. Accomplishments: Successful optimization to reduce 40% of architectural cost and reduce 80% of previous latency requirement​

Education

• Scottish Church College

  Bachelor of Science - BS, Computer Science

• Banaras Hindu University

  Master of Science - MS, Computer Science

  2017 — 2019