Coventry, United Kingdom · Open to opportunities

I turn complex data flows into reliable decisions.

Data Scientist at UCAS, building production Python services, automated pipelines and applied machine-learning solutions that people can trust.

Recruiter snapshotData Scientist · Data Analyst · Data EngineerCoventry-based · Open to UK-wide opportunities and recruiter conversations
Production Python servicesReliable data pipelinesApplied machine learningSecure stakeholder delivery
Production thinking

From request to reliable delivery

01Python serviceValidate & transform
02SNS / SQSDecouple & fan out
03Secure outputS3 & MoveIt

Built for real operations. Authorised data, resilient consumers and observable delivery.

Evidence at a glanceImpact recruiters can scan in seconds.
5business-critical cycle points
4,000+patent records analysed
30%reduction in reporting time
5data roles across the UK and India
PYTHONSQLAWSMACHINE LEARNINGDATA ENGINEERINGAPIs

Work that connects code, data and people.

Filter five detailed projects, explore their architecture, and open each case study to see the problem, my contribution, key decisions and outcome.

01Production service
Production

Exact & Stakeholder data services

Production services that create authorised, stakeholder-specific data packages across the UCAS admissions cycle.

PythonSQLAWS S3
02System design
Cloud & architecture

Event-driven application processing

A resilient fan-out pattern that lets analytics, validation and notification consumers work independently.

PythonAWS SNSAWS SQS
03Data governance
Production

Explore PERS data service

A stakeholder service that prepares permitted personal data while reducing disclosure and re-identification risk.

PythonSQLData validation
04Personal product
Product & AI

PandaMami career workflow platform

A multi-user platform that brings job discovery, tracking, CV optimisation and application workflows into one place.

Product designAI workflowsAutomation
05Analytics project
Data & analytics

Cyber incident analytics database

A MySQL analytical database that turns several related cyber-incident datasets into queryable, quality-controlled tables.

MySQLSQLCSV

From operational analytics to production data science.

A clear progression through data operations, analytics, machine learning and ownership of production services across the UK and India.

5Data roles
UK · IndiaInternational experience
End to endAnalysis, modelling & delivery
Education
2023 — 2024

MSc Data Science

University of Birmingham

2019 — 2023

BE Computer Science

VT University

Technical depth with an operational mindset.

I work across the full path from raw data and modelling to testing, deployment and dependable delivery.

Languages & analysis

  • Python
  • SQL
  • Pandas
  • Scikit-learn
  • SAS

ML & modelling

  • Logistic regression
  • XGBoost
  • SMOTE
  • Forecasting
  • Model validation

Cloud & pipelines

  • AWS S3
  • EC2
  • SNS / SQS
  • ETL
  • Event-driven systems

Engineering practice

  • pytest
  • Git / Bitbucket
  • Data quality
  • Logging
  • API integration

A data professional who can build—and make the work useful.

I bring analytical depth, engineering discipline and clear communication to teams that need dependable data products, not isolated experiments.

Production ownership

I take data services beyond the notebook—with validation, logging, testing and reliable operational delivery.

Ready to discuss at interview

End-to-end delivery

I connect Python and SQL analysis to AWS workflows, APIs, dashboards and stakeholder-ready outputs.

Ready to discuss at interview

Decision-focused thinking

I translate ambiguous business questions into measurable analysis and clear recommendations people can act on.

Ready to discuss at interview
Recruiting for a data role?

Let's see whether I'm a strong fit for your team.

Share the role, priorities and hiring timeline. I'll respond directly.

Looking for a data scientist who cares about what happens after the notebook?

I'd be glad to discuss roles where reliable engineering and thoughtful analysis make a visible difference.

Coventry, UK · Open to UK-wide opportunities