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Mehak Jan

From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy (Data Science Project)

Mehak Jan
United Kingdom

Experience

Jan 2025 - Sep 2025
9 months
Bristol, United Kingdom

From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy (Data Science Project)

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.
  • Technologies used: Python, Pandas, GeoPandas, PyMC, Statsmodels, Bayesian Modelling, Spatial Analysis, Data Engineering, Machine Learning
Jan 2025 - May 2025
5 months
Rome, Italy

CIRNet: Core Interacting Residues Network Model (Mini Project)

Sapienza Università di Roma

  • 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.
  • Technologies used: Python, Machine Learning, Neural Networks, Artificial Intelligence, Project Management
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 the work logs and monitoring their overall satisfaction.
  • Handled data change requests and customer complaints.
  • Coordinated and communicated with the client.
Dec 2016 - Jan 2017
2 months
Surat, India

Engineering Intern

Oil and Natural Gas Corporation Ltd.

  • Gained first hand 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

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.

Skills

  • Python, Sql, R, Git, Aws, O365, Tableau, Latex

  • Project Management, Leadership, Team Management, Critical Thinking, Public Speaking, Effective Communication

Languages

Kashmiri
Native
Urdu
Native
English
Advanced
Hindi
Advanced

Education

Sep 2024 - Sep 2025

University of Bristol

Master of Science, Data Science · Data Science · Bristol, United Kingdom

Aug 2014 - Jun 2018

National Institute of Technology Srinagar

Bachelor of Technology, Chemical Engineering · Chemical Engineering · CGPA 8.005 out of total 10 (absolute grading)

Profile

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Frequently asked questions

Do you have questions? Here you can find further information.

What languages does Mehak speak?

Mehak speaks the following languages: Kashmiri (Native), Urdu (Native), English (Advanced), Hindi (Advanced).

How many years of experience does Mehak have?

Mehak has at least 6 years of experience. During this time, Mehak has worked in at least 6 different roles and for 6 different companies. The average length of individual experience is 10 months. Note that Mehak may not have shared all experience and actually has more experience.

What roles would Mehak be best suited for?

Based on recent experience, Mehak would be well-suited for roles such as: From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy (Data Science Project), CIRNet: Core Interacting Residues Network Model (Mini Project), Data Analyst.

What is Mehak's latest experience?

Mehak's most recent position is From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy (Data Science Project) at University of Bristol.

What companies has Mehak worked for in recent years?

In recent years, Mehak has worked for University of Bristol, Sapienza Università di Roma, and Mirza Sons.

Which industries is Mehak most experienced in?

Mehak is most experienced in industries like Retail, Information Technology (IT), and Energy. Mehak also has some experience in Education, Biotechnology, and Pharmaceutical.

Which business areas is Mehak most experienced in?

Mehak is most experienced in business areas like Business Intelligence, Marketing, and Information Technology (IT). Mehak also has some experience in Research and Development (R&D), Project Management, and Operations.

Which industries has Mehak worked in recently?

Mehak has recently worked in industries like Retail, Information Technology (IT), and Education.

Which business areas has Mehak worked in recently?

Mehak has recently worked in business areas like Business Intelligence, Marketing, and Information Technology (IT).

What is Mehak's education?

Mehak holds a Master in Data Science from University of Bristol and a Bachelor in Chemical Engineering from National Institute of Technology Srinagar.

What is the availability of Mehak?

Mehak is immediately available for suitable projects.

What is the rate of Mehak?

Mehak's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.

How to hire Mehak?

To hire Mehak, click the Meet button on the profile to request a meeting and discuss your project needs.