Mehak J.
From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy
Experience
Jan 2025 - Sep 2025
9 monthsFrom 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 monthsCIRNet: 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 yearsNew 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 monthsNew 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 monthsGurugram, 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 monthsSurat, 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 monthsJammu
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
NativeUrdu
NativeEnglish
AdvancedHindi
AdvancedEducation
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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