Open to opportunities

Manav Arora

@manavarora

Message

I build end-to-end AI systems, from financial RAG pipelines to real-time detection and recommendations.

India

Message

What I'm looking for

I'm looking to build and deploy end-to-end AI/ML products, from model training and RAG systems to APIs, backend services, and real-time inference.

I've built AI systems at Plattr.io and OutPulse, turning SEC filings into structured financial insights and deploying real-time cone detection for an International Space Drone Competition team that placed 14th out of 50.

At Plattr.io, I built a financial analysis pipeline for SEC 10-Q filings and developed 14 REST API endpoints covering filings, insider trades, transcripts, and multi-mode analysis. I integrated OpenAI and Anthropic models with chunked document processing to extract metrics, risk factors, and company signals from unstructured filings.

I also build production-oriented projects, including a hybrid game recommendation engine across 11M+ interactions, a phishing detection system with 96.7% accuracy, and FinRAG-Mini for grounded SEC filing queries with source-linked citations.

Experience

Work history, roles, and key accomplishments

AI Intern

Plattr.io

May 2025 - Jul 2025 (2 months)

Built an end-to-end financial analysis pipeline processing SEC 10-Q filings, converting raw EDGAR data into structured datasets. Developed 14 REST API endpoints and integrated OpenAI and Anthropic models for structured financial insights.

Flask OpenAI API Anthropic API REST APIs SEC Filings LLM RAG Python

Education

Degrees, certifications, and relevant coursework

Atlas SkillTech University

Bachelor of Technology, Computer Science, Artificial Intelligence & Machine Learning

Grade: 7.7/10

Activities and societies: Relevant Coursework: LLM & Agentic AI, Reinforcement Learning, Advanced Machine Learning, Advanced Algorithms, Large-Scale Data Storage, Next-Gen Computing Systems (Mobile/Distributed/Quantum), Numeric Optimization Techniques.

Pursuing a Bachelor of Technology in Computer Science with a focus on Artificial Intelligence and Machine Learning, maintaining a CGPA of 7.7/10.