Mehak Jan
From UPRN to Action: Small-Area EPC Modelling for Targeted Local Policy (Data Science Project)
Experience
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
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
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.
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.
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.
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.
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
Education
University of Bristol
Master of Science, Data Science · Data Science · Bristol, United Kingdom
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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