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Chirayu Agrawal

Data Analyst at Bain & Company | AI/ML | Data Science | Software Engineering | Ex-HARMAN

Gurugram

1+ year of work experience

Bain & Company
Jul 20262 mosPresent

Gurugram, Haryana, India · Hybrid

Bain & Company
Jan 20267 mosJul 2026

Gurugram, Haryana, India · Hybrid

• Architected an AI-enabled full-stack technology intelligence platform using Python, FastAPI, React, and TypeScript to analyze company technographics; integrated LLM-based extraction via OpenAI API, semantic clustering, structured output validation, and automated classification to surface actionable insights through a Next.js dashboard with real-time REST API monitoring. • Built a scalable analytics pipeline using Python, DuckDB, SQL, and Parquet to process high-volume operational datasets (1M+ rows), automating multi-sheet Excel reporting and reducing end-to-end analysis time by up to 90%. • Deployed a suite of enterprise GenAI agents using Python and the OpenAI SDK with multi-threaded batch processing to automate analysis across confidential enterprise workflows, reducing manual effort by 90% and improving throughput across 100K+ records. • Technologies used: Python, FastAPI, React, TypeScript, Next.js, OpenAI API, DuckDB, SQL, Parquet, Excel Automation
HARMAN International
May 20254 mosAug 2025

Gurugram, Haryana, India

• Developed an autonomous AI agent for automated bug fixing using CrewAI, achieving a 60% reduction in manual debugging time. • Engineered a custom YOLO v10 model for black screen detection in automotive stereo systems, reaching 92% accuracy. • Created a manager AI agent to enhance communication and streamline existing AI agents via A2A protocol.
Agbe India
Jun 20243 mosAug 2024

Gurugram, Haryana, India

oDeveloped a machine learning model for lead scoring and calculating lead propensity for SalesDocket software boosting sales and leading to higher lead to customer conversion rates. oTechnologies used- Python, SQL, Machine learning algorithms
KPMG India
Jul 20232 mosAug 2023

Gurugram, Haryana, India

GitHub
@ChirayuXD

Chirayu’s AI Stack

codex
codex
cursor
cursor
deepseek
deepseek
langgraph
langgraph
CrewAI
CrewAI
OpenAI Agents SDK
OpenAI Agents SDK

Education

Shiv Nadar University

Bachelor of Technology - BTech, Computer Science and Engineering

Shiv Nadar University

20224 yrs2026
Manav Rachna International School

Manav Rachna International School

20148 yrs2022

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Headline

Data Analyst at Bain & Company | AI/ML | Data Science | Software Engineering | Ex-HARMAN

About

Machine Learning, AI, Data Science, and Software Engineering enthusiast with experience gained through research, internships, and hands-on projects. Passionate about solving challenging problems, building intelligent systems, and creating impactful technology. Open to opportunities in Software Engineering, AI/ML Engineering, and Data Science.

Location

Gurugram

AI stack

codex

cursor

deepseek

langgraph

CrewAI

OpenAI Agents SDK

Work experience

Data Analyst ( Enterprise Technology) at Bain & Company, Jul 2026 - Present · 2 mos, Gurugram, Haryana, India · Hybrid

Data Analyst Intern ( Enterprise Technology) at Bain & Company, Jan 2026 - Jul 2026 · 7 mos, Gurugram, Haryana, India · Hybrid, • Architected an AI-enabled full-stack technology intelligence platform using Python, FastAPI, React, and TypeScript to analyze company technographics; integrated LLM-based extraction via OpenAI API, semantic clustering, structured output validation, and automated classification to surface actionable insights through a Next.js dashboard with real-time REST API monitoring. • Built a scalable analytics pipeline using Python, DuckDB, SQL, and Parquet to process high-volume operational datasets (1M+ rows), automating multi-sheet Excel reporting and reducing end-to-end analysis time by up to 90%. • Deployed a suite of enterprise GenAI agents using Python and the OpenAI SDK with multi-threaded batch processing to automate analysis across confidential enterprise workflows, reducing manual effort by 90% and improving throughput across 100K+ records. • Technologies used: Python, FastAPI, React, TypeScript, Next.js, OpenAI API, DuckDB, SQL, Parquet, Excel Automation

Software Engineer Intern- AI and ML intern at HARMAN International, May 2025 - Aug 2025 · 4 mos, Gurugram, Haryana, India, • Developed an autonomous AI agent for automated bug fixing using CrewAI, achieving a 60% reduction in manual debugging time. • Engineered a custom YOLO v10 model for black screen detection in automotive stereo systems, reaching 92% accuracy. • Created a manager AI agent to enhance communication and streamline existing AI agents via A2A protocol.

Machine Learning and Artificial Intelligence Intern at Agbe India, Jun 2024 - Aug 2024 · 3 mos, Gurugram, Haryana, India, oDeveloped a machine learning model for lead scoring and calculating lead propensity for SalesDocket software boosting sales and leading to higher lead to customer conversion rates. oTechnologies used- Python, SQL, Machine learning algorithms

Internship Trainee- Digital Trust(DT-CDSG) at KPMG India, Jul 2023 - Aug 2023 · 2 mos, Gurugram, Haryana, India

Education

Bachelor of Technology - BTech, Computer Science and Engineering, Shiv Nadar University

Manav Rachna International School

Public links

github: https://github.com/ChirayuXD