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Amil Khan

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About Me

I am a Data & Analytics Professional with hands on experience working on cloud based data and analytics platforms, CI/CD automation, and system integrations across enterprise environments. My work focuses on analytics enablement, data integration configuration, operational monitoring, and system reliability, including zero copy data integration, secure data ingestion processes, interactive dashboards, and structured production releases.
With a strong engineering mindset shaped by CI/CD automation and cross functional collaboration, I primarily work with SQL, Python, and data integration workflows. I am currently pursuing a Master's in Machine Learning and Mathematical Modelling, strengthening my foundation in applied machine learning through academic and personal projects, and seeking hands on engineering roles where I can contribute to scalable, production oriented systems.

Experience

Senior Associate Consultant

Cubastion Consulting Pvt. Limited | Gurgaon, India

Apr 2022 - Aug 2025

Project: Central Customer Portal Salesforce
  • Data Cloud & Analytics Enablement: Configured zero copy data integration between Salesforce Data Cloud and Azure Databricks, enabling governed analytics access using SQL and standardized reporting workflows.
  • Operational Dashboards & Monitoring: Developed interactive dashboards to visualise event logs, user engagement, and system activity, supporting performance monitoring and operational insights.
  • Data Ingestion & Cloud Integration: Implemented scalable data ingestion and file upload workflows using Salesforce Bulk API and Azure Blob Storage, ensuring secure and consistent handling of large data volumes.
  • Security & Access Control: Implemented SSO authentication and token based access across integrated systems to support secure data and service integrations.
  • Code Management & Production Releases: Managed Git/GitHub workflows, code reviews, and quality checks, and coordinated end to end testing and production releases.
  • Service Automation Use Cases: Conducted a client focused case study on Salesforce Data Cloud and Agentforce, mapping data driven service automation scenarios to improve customer support and issue resolution.
Project: CI/CD Automation
  • Requirements & Delivery Planning: Collaborated with cross functional teams to produce Business Requirements Documents (BRDs), delivery timelines, and CI/CD design documentation.
  • CI/CD Automation: Automated build, test, and release workflows using Jira, Bitbucket, Bamboo, and shell scripting, reducing manual effort by approximately 40% and minimizing human error.
  • Release Execution & Reliability: Supported controlled and traceable releases through event driven pipelines, automated alerts, and structured release processes; recognised with a company leadership award.
Project: Center for Competency Salesforce
  • Data Modeling & Analytics: Designed Salesforce data models and validation rules, and built dashboards using SOQL and Apex based logic to surface operational trends and workload patterns.
  • Operational Insights & Monitoring: Implemented operational KPI logic, including duration and status based checks, to monitor open records and identify long running items early for timely escalation and improved visibility.
  • Version Control & Code Integration: Applied Git/GitHub workflows for branch management, pull requests, and merge conflict resolution to support controlled code integration.

Assistant Manager

Vedanta Limited | Jharsuguda, India

Jun 2018 - Aug 2020

  • Maintenance Analysis & Reliability: Analyzed maintenance data across 42+ machines to identify root causes of recurring failures, translating insights into targeted actions that reduced unplanned downtime and improved operational reliability.
  • Preventive Task Implementation: Collaborated with shift leads to plan preventive maintenance activities, cutting operational delays by 20% through improved prioritization and handovers.
  • KPI Monitoring & Reporting: Prepared weekly KPI summaries using maintenance shift data, tracking breakdown frequency, downtime hours, and availability to support corrective actions and maintain equipment availability above 99%.
  • 5S Continuous Improvement: Led 5S improvement initiatives for the PTM maintenance team, increasing audit scores from 52% to 75% through standardized work practices and visual controls.

Industrial Training

Hindustan Aeronautics Limited | Bangalore, India

Sept 2018 - Oct 2018

  • Completed a two month industrial training in the Quality Department (Engine Division), supporting quality assurance checks on engine components and compliance with engineering standards.

Skills

Education

University College Cork (UCC), Ireland

MSc in Mathematical Modelling and Machine Learning

Sep 2025 - Present

  • Key Modules: Open Source Infrastructure for Modelling Data, Complex Neural Networks, Machine Learning and Statistical Learning, Machine Learning with Applications.
  • Project: Evaluated K-Means, Hierarchical, and DBSCAN on synthetic datasets to assess their limitations and strengths, and applied RFM analysis on real customer data to generate actionable business insights.

National Institute of Technology (NIT) Patna, India

B.Tech in Mechanical Engineering

2014 - 2018 (May)

  • Co Curricular: Member of SUPRA SAE India student formula team; partnered to design and develop a Formula One style race car.
  • Community Engagement: Coordinated a Cleanliness Awareness Drive and Blood Donation camp through National Service Scheme; directed after college teaching for 150+ underprivileged children under Sankalp.
  • Major Project: Optimised a pneumatic cutting machine, improving performance metrics and earning an A+ grade.
  • Achievement: Awarded 1st Prize in the Design Innovation Competition organised by IIT Kharagpur and sponsored by the Ministry of Human Resource Development (MHRD), representing NIT Patna.
  • Co curricular: Member of the SUPRA SAE India student Formula team; contributed to the design and development of a Formula One style race car.
  • Community Engagement: Coordinated a Cleanliness Awareness Drive and a Blood Donation Camp through the National Service Scheme (NSS); supported after school teaching for 150+ underprivileged children through the Sankalp initiative.

Certifications

Microsoft Certified: Azure AI Engineer Associate

Microsoft

Issued: Dec 2025

Demonstrated skills in designing, building, and deploying scalable AI solutions using Azure AI services, including cognitive services, machine learning, and responsible AI practices.

Microsoft Certified: Azure Data Scientist Associate

Microsoft

Issued: Dec 2023

Demonstrated skills in Azure Machine Learning, data science, and analytics for designing, training, evaluating, and deploying machine learning models at scale.

Salesforce Certified AI Specialist

Salesforce

Issued: Oct 2024

Built a strong foundation in AI for CRM, including language models, ethical AI principles, data insights, and intelligent automation within Salesforce solutions.

Salesforce Certified Data Cloud Consultant

Salesforce

Issued: Nov 2024

Demonstrated expertise in Salesforce Data Cloud implementation, data integration, unification, and analytics to deliver scalable, data driven business solutions.

Featured Project

A machine learning project focused on predicting vehicle insurance policy lapses, from data preprocessing to model evaluation.

Vehicle Policy Lapse Prediction Project

Vehicle Policy Lapse Prediction

This project focuses on building a machine learning based classification system to predict whether a vehicle insurance policy is likely to lapse, using customer and policy related data.

The work covers the core machine learning pipeline including data ingestion, feature engineering, model training, evaluation, and a Flask-based prediction interface.

Technologies

Python, Pandas, NumPy, Scikit-learn, Flask

Focus Areas

Data preprocessing, feature engineering, classification modeling, model evaluation, and prediction API development

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