Hello, I’m Abhinav Pillai—a Data Scientist and AI Engineer with 1.5 years of production experience building machine learning models, GenAI systems, and end-to-end data pipelines for enterprise clients. I blend rigorous statistics with pragmatic software development to translate analytics into concrete business decisions. I’ve delivered retail forecasting across 700+ KFC stores and built production RAG pipelines, resume screening, and invoice classification systems. Currently at Ingrity in Sydney, I design modular AI pipelines, architect dashboards for executive decision-making, and author multi-agent AI systems like the ASX Financial Intelligence System. I enjoy turning complex outputs into clear business actions and collaborating with cross-functional teams.

Abhinav Pillai

Hello, I’m Abhinav Pillai—a Data Scientist and AI Engineer with 1.5 years of production experience building machine learning models, GenAI systems, and end-to-end data pipelines for enterprise clients. I blend rigorous statistics with pragmatic software development to translate analytics into concrete business decisions. I’ve delivered retail forecasting across 700+ KFC stores and built production RAG pipelines, resume screening, and invoice classification systems. Currently at Ingrity in Sydney, I design modular AI pipelines, architect dashboards for executive decision-making, and author multi-agent AI systems like the ASX Financial Intelligence System. I enjoy turning complex outputs into clear business actions and collaborating with cross-functional teams.

Available to hire

Hello, I’m Abhinav Pillai—a Data Scientist and AI Engineer with 1.5 years of production experience building machine learning models, GenAI systems, and end-to-end data pipelines for enterprise clients. I blend rigorous statistics with pragmatic software development to translate analytics into concrete business decisions. I’ve delivered retail forecasting across 700+ KFC stores and built production RAG pipelines, resume screening, and invoice classification systems.

Currently at Ingrity in Sydney, I design modular AI pipelines, architect dashboards for executive decision-making, and author multi-agent AI systems like the ASX Financial Intelligence System. I enjoy turning complex outputs into clear business actions and collaborating with cross-functional teams.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Fluent

Work Experience

AI and Data Consultant at Ingrity
July 1, 2025 - Present
Built production-ready AI and data pipelines for retail forecasting across 700+ KFC stores; developed hourly ElasticNetCV models, store segmentation, and validated business impact; created RAG pipelines, resume screening using Azure AI Search, invoice classification, and Power BI dashboards; authored ASX Financial Intelligence System agentic RAG system.
AI Developer Intern at Trinity Property Group
November 1, 2024 - February 1, 2025
Built property investment calculator as full-stack Flask/React app integrating GPT-4 for automated commentary; designed end-to-end lifecycle and deployment.
AI Developer Intern at Call Spark AI
July 1, 2024 - October 1, 2024
Built an AI meeting assistant with transcription pipeline; contributed to a 70B-parameter LLM Q&A bot and prompt engineering.
AI and ML Intern at Quantasis
January 1, 2024 - February 1, 2024
Fine-tuned GPT transformer and LSTM models for language tasks; delivered Power BI dashboards and Oracle analytics as part of a cross-functional data team.

Education

Master of Artificial Intelligence in Business at SP Jain School of Global Management
January 1, 2023 - January 1, 2025
Bachelor of Engineering (Mechanical) at Pillai College of Engineering
January 1, 2018 - January 1, 2022

Qualifications

Microsoft Azure Fundamentals (AZ-900)
January 11, 2030 - April 11, 2026
Alteryx Machine Learning and Auto Insights Micro-Credentials
January 11, 2030 - April 11, 2026
Python and Problem Solving, HackerRank Certified
January 11, 2030 - April 11, 2026
3rd Place, SP Jain Hackathon 2024
January 11, 2030 - April 11, 2026

Industry Experience

Retail, Software & Internet, Professional Services