Amil Khan

Building data platforms and intelligent systems.

Data Platform Intelligence Action

About Me

Data is only valuable when it can be trusted, scaled, and transformed into decisions.

Over the past several years, I have built and supported enterprise data platforms, cloud integrations, deployment pipelines, and production systems that help organisations move, manage, and use data effectively. My focus is on creating reliable foundations for analytics, automation, and data-driven decision making.

Currently pursuing an MSc in Mathematical Modelling and Machine Learning at University College Cork, I am expanding my expertise into machine learning and AI through academic research and hands-on projects. I am particularly interested in how data, cloud infrastructure, and intelligent systems can work together to solve real-world business problems.

Amil

Experience

Building reliable platforms, data systems, and intelligent technologies across cloud and enterprise environments.

Senior Associate Consultant

Cubastion Consulting Pvt. Ltd, India

Apr 2022 — Aug 2025

Worked across cloud data platforms, enterprise integrations, deployment automation, and solution delivery within Salesforce and Azure ecosystems.

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  • Cloud Data Platforms: Evaluated and validated a zero-copy integration architecture between Azure Databricks and Salesforce Data Cloud, enabling scalable access to operational vehicle data.
  • Enterprise Integrations: Delivered integrations across Salesforce, Azure, and external business systems using APIs, authentication services, and cloud technologies.
  • Automation & Delivery: Built and supported deployment pipelines, release automation workflows, monitoring processes, and environment promotion activities.
  • Technical Leadership: Coordinated production releases, stakeholder communication, technical documentation, and solution delivery across distributed teams.
Cloud Data Platforms Enterprise Integrations Automation & Delivery Technical Leadership

Assistant Manager

Vedanta Limited, India

Jun 2018 — Aug 2020

Supported equipment reliability, maintenance planning, and operational performance improvement within large-scale aluminium production systems.

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Analyzed maintenance and breakdown data across critical production assets to identify recurring failure patterns, prioritize corrective actions, and support preventive maintenance initiatives.

Applied reliability metrics including MTBF, MTTR, downtime, and equipment availability to improve maintenance planning and reduce operational disruptions across production systems.

Supported inventory planning for maintenance-critical components and contributed to continuous improvement initiatives, including 5S programs that improved operational audit scores from 52 to 72.

Root Cause Analysis Preventive Maintenance MTBF & MTTR Analysis Inventory Management

Industrial Training — Aerospace Manufacturing & Quality

Hindustan Aeronautics Limited, India

Sept 2018 — Oct 2018
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Completed industrial training at HAL with exposure to aerospace manufacturing operations, quality assurance processes, inspection procedures, and reliability practices in safety critical engineering environments.

Engine Maintenance Quality Assurance Inspection Procedures Reliability Engineering Aerospace Engineering

Skills

Experience across data engineering, machine learning, cloud platforms, and production system operations.

Data Engineering

Python SQL Azure Databricks Data Integration REST APIs

Machine Learning

Scikit-learn PyTorch Feature Engineering Model Training Model Evaluation

Cloud & Deployment

Microsoft Azure Docker FastAPI Git CI/CD

Systems & Operations

System Integration Monitoring Operational Analytics Production Support

Certifications

Certifications in cloud platforms, machine learning, AI applications, and enterprise data technologies.

Cloud AI

Azure
AI Engineer Associate

Microsoft · AI-102

Machine Learning

Azure
Data Scientist Associate

Microsoft · DP-100

AI Applications

Salesforce
AI Specialist

Salesforce

Data Platform

Salesforce
Data Cloud Consultant

Salesforce

Education

Academic background focused on machine learning, mathematical modelling, scientific computing, and engineering systems.

MSc Mathematical Modelling & Machine Learning

University College Cork, Ireland

Sep 2025 — Present

Focused on machine learning, mathematical modelling, scientific computing, optimisation, and data-driven analysis of complex systems.

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Implemented reservoir computing (NGRC) models to simulate and predict chaotic systems including Lorenz-63 and double-scroll circuits.

Analysed convergence behaviour of optimisation algorithms including Adam, SGD, Momentum, and AdaGrad across nonlinear objective functions.

Applied clustering techniques including K-Means, hierarchical clustering, and DBSCAN using multiple evaluation metrics.

Worked with numerical methods and scientific computing to model and analyse complex systems.

Machine Learning Mathematical Modelling Optimization Scientific Computing

B.Tech Mechanical Engineering

National Institute of Technology Patna, India

Aug 2014 — May 2018

Built a foundation in engineering design, system analysis, reliability, and applied problem solving.

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Designed and developed a pneumatic sheet metal cutting system integrating mechanical and control components.

Performed force and performance analysis to estimate cutting capacity under operational conditions.

Evaluated system behaviour under varying design constraints and operating parameters.

Secured 1st place in a national engineering design competition at IIT Kharagpur.

Engineering Design System Analysis Reliability Engineering Problem Solving