My foundation is in analytics. My work increasingly connects the whole system.
I’m a data professional with a career spanning FIS, DecisionTree and EY since 2016. I turn business requirements into dependable reporting, connected pipelines and, more recently, structured AI workflows.
I like understanding what happens between the parts: how a business question becomes a metric, how an API response becomes useful data, and how an AI tool fits into a working application.
Some of the most interesting problems live where information changes shape. That is the thread connecting my work in reporting, integration and applied AI.
HOW I APPROACH MY WORK
Where I can contribute
BI and analytics engineering · Data integration · ICT business and systems analysis · Applied AI integration
A closer look at what I contributed, the constraints I worked within and what each piece of work demonstrates.
EY · ENTERPRISE DELIVERY
BI modernisation
01
Rebuilding reporting without losing the business meaning behind the numbers.
My contribution
Rebuilt and validated 110+ Qlik reports, reconciled metric logic and supported UAT and cutover readiness within a wider 700+ asset programme.
What this demonstrates
Semantic modelling, metric reconciliation and delivery through stakeholder acceptance.
DECISIONTREE · ENTERPRISE DELIVERY
Marketing data integration
02
Connecting disparate data sources to a dependable reporting workflow.
My contribution
Built ingestion and ETL across 50+ source and connector types; translated requirements into schemas, mappings and validation rules.
What this demonstrates
API integration, warehouse thinking, troubleshooting and reporting continuity.
INDEPENDENT · OPEN SOURCE
SocialMedia-Plus
03
A local workspace for AI-assisted editorial work, with durable context and content-specific approvals.
My contribution
Developed Python/SQLite workflow state, React and MCP interfaces, exact-content approvals and independent editorial review roles.
What this demonstrates
Durable state, controlled tool interfaces and purposeful use of AI and subagents.
Current scopeLocal LinkedIn workflows. Other platforms and API publishing are planned.
INDEPENDENT · IN DEVELOPMENT
Stockey
04
Strategy engineering that distinguishes a proposed action, a reviewed artifact and runtime readiness.
My contribution
Directed AI-assisted development of shared contracts, explicit review decisions, validated exports and a runtime inspection foundation.
What this demonstrates
Architecture across interfaces and packages, schema discipline and bounded specialist-agent work.
Current scopeThe runtime inspects readiness. Live broker execution is not implemented; AI review currently uses deterministic previews.
INDEPENDENT · PRODUCT FOUNDATION
MyVisaFlow AI
05
A persistent applicant workspace connecting guided intake, preparation tasks, reports and paid access.
My contribution
Built saved intake, conditioned checklists, versioned report snapshots and pathway-scoped entitlements with server-side payment reconciliation.
What this demonstrates
Full-stack workflow design, ownership boundaries, content provenance and access control.
Current scopeMatching is deterministic. Model integrations, source verification and launch-readiness work remain in progress.
Enterprise work is described without client data. Only the open-source project has a public repository link; proprietary source remains private.
THE PROFESSIONAL FOUNDATION
Experience & growth
03 / 05
My career has expanded from operational problem-solving into analytics, data integration and enterprise delivery. Each step has added another part of the system to understand.
SEP 2021PRESENTCURRENT
EY Global Delivery Services
Analytics, BI & Data Solutions
Gurugram, India
Enterprise analytics with a growing focus on agentic AI integration.
Delivery scope
BI modernisation, stakeholder requirements, semantic models, reporting workflows and production support.
Technical contribution
Rebuilt and validated 110+ Qlik reports within a 700+ asset programme. Develop Python transformer and context-parsing plugins exposed as MCP tools, with canonical JSON contracts for .NET orchestration.
Business context
U.S. stakeholder delivery and contract lifecycle reporting, including milestones, renewals, obligations and exceptions.
Beyond implementation
Metric definitions, data dictionaries, UAT, defect triage, handover guidance and mentoring junior colleagues.
DEC 2020SEP 2021
DecisionTree Analytics & Services
Senior Data Analyst · Systems & Integrations
Gurugram, India
Connecting marketing platforms, data warehouses and decision-ready reporting.
Operationalised workflows across 50+ source and connector types, including advertising APIs, FTP feeds, cloud files and warehouse tables. Worked across BigQuery, Redshift and MySQL.
Reporting & operations
Tableau, DOMO, Power BI and Looker Studio reporting for discrepancies, campaign pacing and spend decisions; production troubleshooting and technical handover.
Estimated impact: 30–40% reduction in source-to-dashboard turnaround, as recorded in my résumé.
NOV 2016DEC 2020
FIS
Senior Analyst · Business Analytics & Operational Reporting
Gurugram, India
A practical grounding in operations, customers, team delivery and the decisions reporting needs to support.
Progression
Google Ads support through a vendor-partner engagement, followed by quality assurance, pod coordination, business analysis and analytics.
Technical contribution
SQL- and Dremel-driven reporting automations, business-review packs, productivity and utilisation dashboards, attendance/payroll reporting and incentive models.
Process & leadership
Workflow analysis for the EPIC productivity and compliance initiative; coordinated a pod of up to five colleagues across task allocation, escalations, testing and stakeholder updates.
RECOGNITION AT FIS
2017 Pioneer Award
2018 Transformative Solutions Award
2019 Star of Innovation in Business Intelligence
Credentials & education
DP-600
Fabric Analytics Engineer Associate
Microsoft Certified
AB-730
AI Business Professional
Microsoft Certified
GOOGLE
Google Analytics & Google Ads certifications
Digital analytics and advertising foundation
2015
B.Tech, Biotechnology
SRM University, India
DEPTH, APPLICATION & ENGINEERING JUDGMENT
Skills in context
04 / 05
A tool list is only part of the picture. Here is where my experience is established, how I apply it and where independent builds are extending that foundation.
Technical capabilities and the work behind them
Area
How I apply it
Representative tools
Business intelligencePROFESSIONAL FOUNDATION
Translate stakeholder questions into governed KPIs, semantic models and reporting that reconciles.
Power BI, DAX, Power Query, SQL, Tableau, DOMO, Qlik, Looker Studio
Connect requirements, process mapping, documentation, acceptance testing and production support.
BRD/FRD/SDD, user stories, KPI definitions, data dictionaries, UAT, defect triage
How I work with AI & subagents
I use AI-assisted development to extend what I can build. My work is in defining the problem, connecting the components, setting task boundaries and reviewing the behaviour that results.
What I bring to the process
Business context and a concrete outcome.
Component boundaries and interface contracts.
Scope, acceptance criteria and review decisions.
Integration troubleshooting and validation.
Where specialist agents help
Bounded planning and implementation tasks.
Independent editorial or technical review.
Schema, UX, security and QA perspectives.
Challenging assumptions and surfacing failure cases.
THREE EXAMPLES OF ENGINEERING JUDGMENT01
An approval should belong to exact content.
In SocialMedia-Plus, content fingerprints connect approval to the actual draft, assets and destination. Changed content needs the corresponding approval.
02
A proposed action is not an executable action.
Stockey separates review decisions, generated artifacts and runtime checks. Compatibility, integrity and stale context are treated as distinct concerns.
03
Access needs an owner and a purpose.
MyVisaFlow connects applicant ownership, pathway context and paid entitlements. Payment reconciliation updates the appropriate workspace access.
Depth matters more than a long list.
My strongest foundation is analytics and data delivery. Application engineering and applied AI are areas I am extending through current integration work and independent builds. Project studies distinguish implemented behaviour from prototypes and planned features.
ROLE FIT & INTERNATIONAL MOBILITY
Opportunities & fit
05 / 05
Based in New Delhi and exploring opportunities in Germany and Australia. I’m interested in teams that need someone who can connect business requirements, data depth and practical implementation.
Where the experience is relevant
BI & analytics engineering
Reporting modernisation, semantic models, metric reconciliation and stakeholder acceptance.
Evidence: EY BI modernisation
Data integration
Source mapping, API ingestion, ETL, validation and dependable source-to-dashboard workflows.
Evidence: DecisionTree integration delivery
ICT business & systems analysis
Requirements, process mapping, specifications, data dictionaries, UAT and operational handover.
Evidence: work across EY, DecisionTree and FIS
Applied AI integration
Python tools, MCP interfaces, canonical JSON contracts and agent workflows connected to applications.
Evidence: current EY work and independent builds
Mobility details
AS REPORTED IN MY SEPTEMBER 2026 RÉSUMÉ
DE
Germany
German Opportunity Card approved and valid for job search. Full-time employment is subject to the appropriate employment residence permit.
Language
German A2
Next milestone
B1 examination scheduled for September 2026; B1 is not yet stated as achieved.
AU
Australia
Positive ACS skills assessments across five ICT occupations. Open to employer-sponsored or eligible migration-pathway opportunities.
View assessed occupations +
261111
ICT Business Analyst
261112
Systems Analyst
261311
Analyst Programmer
261312
Developer Programmer
261313
Software Engineer
An ACS assessment is a skills credential, not work authorisation.
WORKING LANGUAGES
English · Hindi · Punjabi
ENGLISH CREDENTIAL
PTE Superior score
Let’s talk about a role.
Share the team’s context, the problem you’re solving and the experience you need. I’m happy to discuss where I could contribute.