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saikumaryerra/README.md

Hey, I'm Sai Kumar Yerra

Senior Software Engineer | Building AI Agents & Intelligent Backend Systems

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About Me

  • Senior Software Engineer at Cognida AI, building AI agentic systems that reason, act, and deliver real-time insights
  • Designing conversational AI agents with live state streaming over WebSockets and dynamic data source selection
  • 6+ years shipping production backend systems with Python, Django, FastAPI, and LangChain
  • Passionate about the intersection of LLMs, agent orchestration, and scalable backend infrastructure
  • Previously built real-time vision pipelines, OCR systems, and analytics platforms at Paralaxiom Technologies

What I'm Building

AI Agents & LLM Systems

Project Stack What It Does
AI Data Assistant Agent FastAPI, LangChain, WebSockets, Databricks, PostgreSQL Conversational agent that streams live responses, manages agent state in real-time, and dynamically selects data sources based on prompt analysis
Smart Invoice Reconciliation Django, OCR, RocksDB, Redis, Azure AD AI-powered document processing with intelligent deduplication and automated data extraction

Real-Time & Data Systems

Project Stack What It Does
Real-Time Camera Feed Analysis Python, Django, Redis, FFmpeg, GStreamer End-to-end vision pipeline with 30% faster processing through efficient data streaming
Video Analytics Dashboard Django, PostgreSQL, ReactJS, REST Centralized monitoring with advanced filtering and real-time data presentation
Insurance Document OCR Python, Django, Celery, PostgreSQL, Docker High-volume document extraction pipeline, 25% faster processing
Image Annotation Interface NodeJS, ReactJS, MongoDB, AWS S3 Annotated 100K+ images for object detection, 40% less manual input time

Tech Stack

AI & Agent Frameworks

LangChain (Python) FastAPI

LangChain WebSockets Agent Orchestration Prompt Engineering RAG LLM Integration

Languages & Frameworks

Python Django FastAPI Flask NodeJS ReactJS

Databases & Data

PostgreSQL MongoDB MySQL Redis

Databricks RocksDB

Cloud & DevOps

AWS Azure Docker Nginx Linux Git

Tools

Postman OpenCV Celery

FFmpeg GStreamer OCR


GitHub Stats

GitHub stats

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Top languages


Connect with Me

LinkedIn X (Twitter) Dev.to Stack Overflow LeetCode HackerRank Instagram

GitHub profile trophies

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