Artificial Intelligence
Shivendra Pratap Singh
Data Scientist
Preston,Lancashire
Summary
Dynamic and result-oriented professional with a proven track record in data analysis, modeling, and process improvement. Demonstrated expertise in leveraging advanced analytics techniques to drive strategic decision-making and optimize operational efficiencies. Proficient in Python and SQL, with a solid foundation in statistical analysis and programming. Experienced in leading cross-functional teams and collaborating effectively to achieve project objectives. Specialized knowledge in disease transmission modeling, network science, and epidemiology, coupled with a strong aptitude for problem-solving and innovation. Passionate about leveraging data-driven insights to address complex challenges and drive meaningful impact.
Overview
3
3
years of professional experience
6
6
years of post-secondary education
Work History
Intern
Proxximos
06.2023 - 09.2023
- Led disease transmission modeling project in Proxximos. Developed comprehensive model using network science, graph theory, and epidemiology.
- Analyzed extensive datasets with MySQL and Python (Pandas).
- Conducted graph-based simulations considering transmission probabilities, recovery rates and network structures.
- Visualized and interpreted results, optimizing parameters for accuracy.
- Collaborated with cross-functional teams, communicated findings and iterated on the simulation framework.
- Evaluated model performance metrics, such as the accuracy of predicted infection rates, timing of peak infections, and the impact of intervention strategies, contributing to data-driven decision-making.
- Contributed to enhancing Proxximos' disease modeling capabilities, providing valuable insights into disease dynamics and supporting the development of effective strategies for disease prevention and control.
Senior Business Analyst/Assistant Manager
EXL
11.2019 - 07.2022
- Supported leadership team with reporting, analysis, and business presentations to inform divisional strategies.
- Worked with team leads and managing leadership, establishing robust talent pool with focus on people and continuous improvement.
- Produced comprehensive reports for British Gas operations, encompassing daily, weekly, monthly, and annual insights for UKB (UK Business) and UKH (UK Homes) processes.
- Conducted in-depth analysis of key management reports and metrics, providing actionable recommendations that significantly enhanced operational outcomes.
- Spearheaded the automation of client reports, reducing manual efforts and ensuring adherence to contractual obligations.
- Streamlined data integration from diverse sources, leveraging multiple formats for comprehensive analysis.
- Executed a successful migration from SAS to R, enhancing efficiency and modernizing analytical processes.
Junior Data Analyst
Solvate Laboratories Pvt Ltd
06.2018 - 04.2019
- Monitored employee tasks to gauge business functions and inefficiencies.
- Investigated system issues and implemented resolutions to reduce downtime.
- Applied data-driven solutions to enhance product quality by leveraging customer records and conducting comprehensive EDA.
- Performed EDA (Exploratory Data Analysis) on the databases to help improve services and filter the products that are best suited for each customer.
Intern
Fujitsu
05.2017 - 07.2017
- Created VBA macros to deliver online solutions using simulated data, contributing to enhanced customer experience.
- Proficiently handled SQL queries to fulfill team requirements, aiding in efficient data processing and analysis.
- Assisted in summarizing reports and delivering presentations for Fujitsu's Data Analytics team.
- Participated in workshops and presentations related to projects to gain knowledge.
Education
Master of Science - Data Science
10.2022 - 12.2023
Data Science And Engineering
05.2019 - 10.2019
Bachelor of Technology - Electronics And Telecommunications
06.2014 - 05.2018
Skills
MySQL
Python
Power BI
Advanced Statistics
AWS SageMaker
SIR and SEIR Disease Transmission Models
Forecasting and Planning
Big Data Analytics
Machine learning
Data Visualisation
Discrete Mathematics
Optimization and Heuristics
Interests
Machine Learning
Research
Crossword Puzzles
Travel and Cultural Exploration
Healthcare Initiatives
Football
Timeline
Intern - Proxximos
06.2023 - 09.2023
Lancaster University - Master of Science, Data Science
10.2022 - 12.2023
Senior Business Analyst/Assistant Manager - EXL
11.2019 - 07.2022
Great Lakes - , Data Science And Engineering
05.2019 - 10.2019
Junior Data Analyst - Solvate Laboratories Pvt Ltd
06.2018 - 04.2019
Intern - Fujitsu
05.2017 - 07.2017
Amity University - Bachelor of Technology, Electronics And Telecommunications
06.2014 - 05.2018