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Abhinav Devarakonda

Software Developer | Backend & AI/ML Systems | Python, Go | Backend Infrastructure, Developer Tooling

Vellore

2+ years of work experience

SimplyFI Innovations PTE Ltd
Jun 20251 yrPresent

- Built a trade-based money laundering detection system to identify over- and under-invoicing using OCR, anomaly detection, and rule-based checks - Built a RAG-based mentoring system combining vector search and conversational context to generate responses from curated knowledge bases - Designed and implemented asynchronous processing pipelines using Celery and message queues to handle OCR and ML workloads at scale - Built a natural-language analytics system that converts user queries into SQL and renders results as charts over PostgreSQL datasets
SimplyFI Innovations PTE Ltd
Jan 20256 mosJun 2025

• Built a RAG-based system for querying curated knowledge bases using vector search and LLM integration • Developed backend services for conversational APIs using Flask, handling session state and context retrieval • Implemented document ingestion and embedding pipelines for semantic search using ChromaDB • Designed data models integrating MongoDB and Neo4j for managing structured and relational data • Worked on improving retrieval quality and context relevance through filtering and scoring strategies
CAI Platforms
Aug 20234 mosNov 2023

Bengaluru, Karnataka, India

GitHub
@abhinavdevarakonda

Education

Vellore Institute of Technology

Vellore Institute of Technology

20214 yrs2025

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Headline

Software Developer | Backend & AI/ML Systems | Python, Go | Backend Infrastructure, Developer Tooling

About

Software developer working on production ML systems and backend infrastructure in fintech. Experience building systems involving OCR pipelines, anomaly detection, and LLM-based applications, with a focus on asynchronous processing, APIs, and data pipelines. Interested in backend systems and developer tooling. Currently building Maplet, a Go-based system for indexing and querying codebases, with support for tracing function call paths during debugging to make debugging and navigation more efficient. GitHub: https://github.com/abhinavdevarakonda

Location

Vellore

Work experience

Artificial Intelligence Engineer at SimplyFI Innovations PTE Ltd, Jun 2025 - Present · 1 yr, - Built a trade-based money laundering detection system to identify over- and under-invoicing using OCR, anomaly detection, and rule-based checks - Built a RAG-based mentoring system combining vector search and conversational context to generate responses from curated knowledge bases - Designed and implemented asynchronous processing pipelines using Celery and message queues to handle OCR and ML workloads at scale - Built a natural-language analytics system that converts user queries into SQL and renders results as charts over PostgreSQL datasets

Software Engineer Intern at SimplyFI Innovations PTE Ltd, Jan 2025 - Jun 2025 · 6 mos, • Built a RAG-based system for querying curated knowledge bases using vector search and LLM integration • Developed backend services for conversational APIs using Flask, handling session state and context retrieval • Implemented document ingestion and embedding pipelines for semantic search using ChromaDB • Designed data models integrating MongoDB and Neo4j for managing structured and relational data • Worked on improving retrieval quality and context relevance through filtering and scoring strategies

Intern at CAI Platforms, Aug 2023 - Nov 2023 · 4 mos, Bengaluru, Karnataka, India

Education

Vellore Institute of Technology

Public links

github: https://github.com/abhinavdevarakonda

Abhinav Devarakonda - Artificial Intelligence Engineer in Vellore | Tal