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Mehak Jan

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

Mehak Jan
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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

Expertise details
Position Summary
From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy (Data Science Project) at University of Bristol
Industries
Education
Energy
Business Areas
Research and Development
  • 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

Expertise details
Position Summary
CIRNet: Core Interacting Residues Network Model (Mini Project) at Sapienza Università di Roma
Industries
Biotechnology
Education
Business Areas
Project Management
Research and Development
  • 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

Expertise details
Position Summary
Data Analyst at Mirza Sons
Industries
Retail
Business Areas
Business Intelligence
Marketing
  • 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

Expertise details
Position Summary
Database Administrator at Mirza Sons
Industries
Information Technology
Business Areas
Business Intelligence
Information Technology
  • 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

Expertise details
Position Summary
Business Operations Associate at ZS Associates
Industries
Pharmaceutical
Professional Services
Business Areas
Business Intelligence
Customer Service
Operations
  • 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.

Expertise details
Position Summary
Engineering Intern at Oil and Natural Gas Corporation Ltd.
Industries
Energy
Business Areas
Operations
Quality Assurance
  • 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.

Expertise details
Position Summary
Engineering Intern at Medley Pharmaceuticals Ltd.
Industries
Pharmaceutical
Business Areas
Production
Quality Assurance
  • Tested various drugs for quality control.
  • Conducted batch processing and packaging of drugs.

Industry Experience

See where this freelancer has spent most of their professional time.

Experienced in Retail, Information Technology, Energy, Education, Biotechnology, and Pharmaceutical.

Retail
Information Technology
Energy
Education
Biotechnology
Pharmaceutical
Profile match chart

Business Area Experience

See which departments and functions this freelancer has contributed to most.

Experienced in Business Intelligence, Marketing, Information Technology, Research and Development, Project Management, and Operations.

Business Intelligence
Marketing
Information Technology
Research and Development
Project Management
Operations
Profile match chart

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)

Statistics

Experience

Total positions 7
Experience in Retail 3 y
Avg length 11 m
Longest experience 2 y 11 m

Global Experience

Countries worked in 3 (India, United Kingdom, Italy)
Primary country India

Expertise

Recent roles 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
Main industries Retail, Information Technology, Energy
Main business areas Business Intelligence, Marketing, Information Technology

Qualifications

Highest degree Master

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 1 year and 11 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, 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. Mehak also has some experience in Research and Development, Project Management, and Operations.

Which industries has Mehak worked in recently?

Mehak has recently worked in industries like Retail, Education, and Energy.

Which business areas has Mehak worked in recently?

Mehak has recently worked in business areas like Business Intelligence, Marketing, and Research and Development.

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.