I'm Aniket Idnani, a Dublin-based software engineer specializing in AI and data-driven systems. I earned an Integrated Masters in Computer Engineering (B.A.I. + M.A.I.) from Trinity College Dublin_Phone details not available. Sign in: https://www.twine.net/signup_ to 2025-05-01), graduating with Upper Second Class Honors. My studies included Data Structures and Algorithms, Machine Learning, Advanced Software Engineering, and Operating Systems, and my thesis explored Real-Time Image to 3D Mesh Generation in Blender. I enjoy turning ideas into reliable software and ML pipelines, collaborating across disciplines to deliver scalable solutions. Notable work includes a Blender plugin that generates textured 3D meshes from a single image by integrating the InstantMesh image-to-3D reconstruction pipeline, plus data-quality tooling and ML inference prototypes shipped at EY and Concentrix. I value clean architecture, maintainable code, and user-focused design.

Aniket Idnani

I'm Aniket Idnani, a Dublin-based software engineer specializing in AI and data-driven systems. I earned an Integrated Masters in Computer Engineering (B.A.I. + M.A.I.) from Trinity College Dublin_Phone details not available. Sign in: https://www.twine.net/signup_ to 2025-05-01), graduating with Upper Second Class Honors. My studies included Data Structures and Algorithms, Machine Learning, Advanced Software Engineering, and Operating Systems, and my thesis explored Real-Time Image to 3D Mesh Generation in Blender. I enjoy turning ideas into reliable software and ML pipelines, collaborating across disciplines to deliver scalable solutions. Notable work includes a Blender plugin that generates textured 3D meshes from a single image by integrating the InstantMesh image-to-3D reconstruction pipeline, plus data-quality tooling and ML inference prototypes shipped at EY and Concentrix. I value clean architecture, maintainable code, and user-focused design.

Available to hire

I’m Aniket Idnani, a Dublin-based software engineer specializing in AI and data-driven systems. I earned an Integrated Masters in Computer Engineering (B.A.I. + M.A.I.) from Trinity College Dublin_Phone details not available. Sign in: https://www.twine.net/signup_ to 2025-05-01), graduating with Upper Second Class Honors. My studies included Data Structures and Algorithms, Machine Learning, Advanced Software Engineering, and Operating Systems, and my thesis explored Real-Time Image to 3D Mesh Generation in Blender.

I enjoy turning ideas into reliable software and ML pipelines, collaborating across disciplines to deliver scalable solutions. Notable work includes a Blender plugin that generates textured 3D meshes from a single image by integrating the InstantMesh image-to-3D reconstruction pipeline, plus data-quality tooling and ML inference prototypes shipped at EY and Concentrix. I value clean architecture, maintainable code, and user-focused design.

See more

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
See more

Language

English
Fluent
Hindi
Advanced

Work Experience

Technology Consultant Intern at Ernst & Young
June 1, 2024 - August 31, 2024
Built a reusable Python (pandas) + SQL Server pre-processing framework on Azure SQL Managed Instance with config-driven transforms and schema validation, cutting dataset preptime by 60%. Added automated data-quality tests with pytest and CI quality gates in Git, improving weekly pipeline success rate by 35% by catching regressions early. Developed and shipped an efficiency-flagging prototype using scikit-learn, processing 10k+ records per run and improving issue-detection precision by 20% compared to rule-based baselines.
Software Engineer Intern at Concentrix
June 1, 2023 - August 31, 2023
Engineered a computer vision microservice for bank authentication using OpenCV and TensorFlow, enabling secure, real-time facial verification. Reduced false acceptance rate by 33% through iterative threshold tuning and advanced face-quality checks, achieving 97% recognition accuracy under varied lighting and pose conditions. Deployed a production-ready Flask API integrating with legacy systems and supporting real-time user verification at scale.

Education

Integrated Masters in Computer Engineering (B.A.I. + M.A.I.) - Upper Second Class Honours (II.1) at Trinity College Dublin
September 1, 2020 - May 1, 2025
Integrated Masters in Computer Engineering (B.A.I. + M.A.I.) at Trinity College Dublin
September 1, 2020 - May 1, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Education, Media & Entertainment, Financial Services