Mehak J. - From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy

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United Kingdom

Experience

Jan 2025 - Sep 2025

9 months

From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy

University of Bristol

Built a spatial data science pipeline to predict residential energy efficiency by linking EPC records with socioeconomic data through Unique Property Reference Numbers (UPRNs)
Designed and validated Bayesian CAR and Fay–Herriot small-area models to handle spatial dependence and incomplete data, improving local prediction accuracy
Engineered geospatial features, automated data cleaning, and performed statistical modelling using Python (pandas, GeoPandas, PyMC, statsmodels)
Produced actionable insights for targeting energy retrofit policies in data-sparse neighbourhoods across Southwest England

Jan 2025 - May 2025

5 months

CIRNet: Core Interacting Residues Network Model

Sapienza University of Rome

Collaborated with the University of Bristol to develop a neural network-aided model for predicting core interacting residues in protein interactions
Worked on feature engineering, model training, and parameter tuning to enhance accuracy and reliability
Applied machine learning and artificial intelligence techniques to support biological data modeling
Documented model performance metrics and contributed to analysis and evaluation reports

Mar 2021 - Feb 2024

3 years

New Delhi, India

Data Analyst

Mirza Sons

Led the development and implementation of comprehensive data compilation strategies, utilizing software for predictive analysis, and employed SQL, Excel, and Python for efficient data management
Successfully launched and managed multiple cross-channel campaigns including digital marketing, social media, and traditional advertising, resulting in improved foreign client dealing and retention rates
Oversaw the organisation and curation of carpet exhibitions and stalls

Dec 2018 - Mar 2021

2 years 4 months

New Delhi, India

Database Administrator

Mirza Sons

Conducted market research to identify emerging trends and consumer preferences, providing valuable insights for product development and positioning
Managed and maintained database systems ensuring optimal performance of operations
Organised meetings and prepared presentations for clients

Jul 2018 - Sep 2018

3 months

Gurugram, India

Business Operations Associate

ZS Associates

Consulted and consolidated business reports for clients (AstraZeneca)
Managed goals and strategies for sales representatives including work logs and monitoring overall satisfaction
Handled data change requests and customer complaints
Coordinated and communicated with client

Dec 2016 - Jan 2017

2 months

Surat, India

Engineering Intern

Oil and Natural Gas Corporation Ltd.

Gained firsthand experience of technical processes including unit gas processing, product refining, and sulfur recovery technique
Compiled a comprehensive report on entire process flow highlighting methods to improve efficiency and safety
Participated and completed safety training including refinery safety protocols, best practices, and disaster response

Nov 2016 - Dec 2016

2 months

Jammu

Engineering Intern

Medley Pharmaceuticals Ltd.

Tested various drugs for quality control
Conducted batch processing and packaging of drugs

Summary

Aspiring data scientist with a strong foundation in analytics backed by over 5 years of diverse professional experience. Currently pursuing a master’s degree in data science, I am eager to leverage my expertise in extracting insights, solving complex problems, and driving business growth through innovative solutions. Seeking opportunities to contribute to impactful projects in data science and analytics.

Languages

Kashmiri

Native

Urdu

Native

English

Advanced

Hindi

Advanced

Education

Sep 2024 - Sep 2025

University of Bristol

Master of Science · Data Science · Bristol, United Kingdom

Aug 2014 - Jun 2018

National Institute of Technology Srinagar

Bachelor of Technology · Chemical Engineering · Srinagar · 8.005/10

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Experience

From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy

University of Bristol

CIRNet: Core Interacting Residues Network Model

Sapienza University of Rome

Data Analyst

Mirza Sons

Database Administrator

Mirza Sons

Business Operations Associate

ZS Associates

Engineering Intern

Oil and Natural Gas Corporation Ltd.

Engineering Intern

Medley Pharmaceuticals Ltd.

Summary

Languages

Education

University of Bristol

Master of Science · Data Science · Bristol, United Kingdom

National Institute of Technology Srinagar

Bachelor of Technology · Chemical Engineering · Srinagar · 8.005/10

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