Sathwik Reddy Komandla profile photo 1 on Tal

Sathwik Reddy Komandla

Associate Software Engineer

India

3+ years of work experience

WalkingTree Technologies
Oct 20232 yrs 10 mosPresent

Hyderabad

Built and deployed production-grade AI systems using LLMs, RAG pipelines, and agentic workflows across fintech and HR-tech domains. Developed an AI interview automation system handling ~40 interviews/day, reducing manual screening effort Built a no-code AI chat platform enabling users to connect custom data sources and deploy RAG-based AI agents Developed a voice AI call agent platform using Twilio for automated scheduling and customer interactions Designed scalable microservices architecture using FastAPI and Kafka Built Intelligent Document Processing (IDP) pipelines for extracting structured data from PDFs, images, and handwritten documents Processed TB-scale financial data using PySpark ETL pipelines on HDFS/Hive for audit and compliance systems Integrated vector databases (FAISS, Pinecone, Milvus) for high-performance retrieval in AI systems Deployed systems using Docker and cloud environments

Education

JNTUH College of Engineering Hyderabad

Bachelor of Technology - BTech, Computer Science

JNTUH College of Engineering Hyderabad

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Headline

Associate Software Engineer

About

Applied AI Engineer building LLM systems, RAG pipelines, and autonomous agents. Experience in backend + data systems (FastAPI, Kafka, PySpark). Built AI platforms, voice agents, and document AI systems in production.

Location

India

Work experience

Associate Software Engineer at WalkingTree Technologies, Oct 2023 - Present · 2 yrs 10 mos, Hyderabad, Built and deployed production-grade AI systems using LLMs, RAG pipelines, and agentic workflows across fintech and HR-tech domains. Developed an AI interview automation system handling ~40 interviews/day, reducing manual screening effort Built a no-code AI chat platform enabling users to connect custom data sources and deploy RAG-based AI agents Developed a voice AI call agent platform using Twilio for automated scheduling and customer interactions Designed scalable microservices architecture using FastAPI and Kafka Built Intelligent Document Processing (IDP) pipelines for extracting structured data from PDFs, images, and handwritten documents Processed TB-scale financial data using PySpark ETL pipelines on HDFS/Hive for audit and compliance systems Integrated vector databases (FAISS, Pinecone, Milvus) for high-performance retrieval in AI systems Deployed systems using Docker and cloud environments

Education

Bachelor of Technology - BTech, Computer Science, JNTUH College of Engineering Hyderabad

Sathwik Reddy Komandla - Associate Software Engineer in India | Tal