SQL Data Cleaning and Analysis
I transformed a messy global layoffs dataset into an analysis-ready resource using SQL, data standardisation, duplicate handling, null treatment, and exploratory trend analysis.
With a First-Class MSc in Mechatronics and professional experience in Defense Quality Assurance, I bring together engineering discipline, quality processes, data analysis, and automation to solve complex operational problems with clarity and precision.
A selection of data, automation, dashboard, and engineering work. Click any project to see the problem statement, solution steps, code, and visuals.
I transformed a messy global layoffs dataset into an analysis-ready resource using SQL, data standardisation, duplicate handling, null treatment, and exploratory trend analysis.
Built a Python ETL workflow using BeautifulSoup and Pandas to convert unstructured HTML tables into clean CSV outputs.
Created an interactive Excel dashboard using Pivot Tables, Slicers, and Power Query to uncover regional sales patterns.
Developed Tableau visualisations showing pricing hotspots, density patterns, and geographic market opportunities.
Produced reporting workflows that turned inspection outputs into clear, traceable summaries for review and compliance.
Combined structured analysis with concise visuals to make stakeholder reporting faster, clearer, and more actionable.
Supported quality-driven engineering environments with organised evidence, documentation controls, and validation structure.
This section highlights mechanical systems work, technical clearance, inspection discipline, and quality assurance experience.
Highlights from my tenure at Bharat Dynamics Limited, where I worked on high-precision quality assurance and technical clearance activities for defense-grade mechanical systems under strict compliance and safety expectations.
| Area | What I Contributed | Impact |
|---|---|---|
| Inspection | Performed systematic checks and validation against technical requirements. | Improved consistency and reduced acceptance risk. |
| Documentation | Prepared technical reports and supported evidence-based quality decisions. | Created stronger traceability and audit readiness. |
| Collaboration | Worked with engineering and production teams to maintain process quality. | Helped keep workflows accurate and aligned. |
A clear view of my qualifications, technical tools, and academic background.
| Degree | Institution | Details |
|---|---|---|
| MSc Mechatronics and Computer Systems Engineering (First-Class Honours) |
University of East London, UK 2023 - 2024 |
Robotics, Systems Integration, Control Engineering, and Advanced CAE. |
| BEng Mechanical Engineering (First-Class) |
Osmania University, India 2018 - 2022 |
Thermodynamics, Fluid Mechanics, Engineering Mathematics, and Manufacturing. |
My professional experience across site operations, quality assurance, administration, and student representation.
Everon Facilites Services (EFS)
June 2025 - Present
Bharat Dynamics Limited (BDL)
December 2022 - August 2023
University of East London
October 2023 - September 2024
Open to engineering, QA, and data-focused opportunities across the UK.