Simran Raina

Data Analyst with hands-on experience in SQL, Python, and Power BI, along with practical exposure to machine learning model development. Skilled in data cleaning, KPI tracking, dashboard automation, and building classification and recommendation models. Strong foundation in data preprocessing, model evaluation, and data-driven decision support.

Intern – Software Engineer (AI/ML) - Live Deftsoft Informatics Pvt. Ltd. - Mohali

(2025-11 - 2025-12)

• Engineered machine learning models, including movie recommendation and classification systems, boosting prediction accuracy by 20–25%.
• Built predictive models on structured datasets (height-weight, gender classification), achieving 85%+ accuracy using Python.
• Applied multi-class classification on the Iris dataset using 3 ML algorithms, achieving 90% accuracy through model evaluation and tuning.

Data Analyst - Lightforce BuildINT Pvt. Ltd. - Mumbai

(2025-02 - 2025-05)

• Optimized SQL queries and supported KPI tracking across 5+ key metrics, improving reporting efficiency by 25%.
• Automated dashboards using Power BI and Excel, reducing manual reporting by 40%.

Python Developer Intern - SSDN Technologies Pvt. Ltd. - Gurugram

(2022-07 - 2022-08)

• Implemented a GUI-based billing system using Python, Tkinter, HTML, and SQL, automating 90% of tasks and reducing invoice time by 45%.
• Integrated database operations and improved system efficiency by 30%.

Student Trainee - Micro, Small and Medium Enterprises (MSME) development - Jammu

(2017-07 - 2017-07)

• Assisted in business planning and market research for 3+ business case studies, contributing to feasibility analysis and solution proposals.

Bachelor of Technology - Computer Science (Major), Cybersecurity (Minor) - Model Institute of Engineering and Technology (2021-01 - 2024-01)

Diploma in Computer Science - Computer Science - Govt. Polytechnic for Women (2018-01 - 2021-01)