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Associate Research Engineer with 2+ years in Data Analytics & Power Electronics
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Data enthusiast skilled in SQL, Excel, and analytics, with experience transforming complex datasets into actionable insights. Proficient in data cleaning, visualization, and exploratory analysis to support business decision-making. Passionate about solving real-world problems using data-driven approaches and continuously learning advanced data analytics and techniques.
Amrita School of Engineering
Masters in Technology · Electrical and Electronics Engineering
August 1, 2021 – June 30, 2023
Muthoot Institute of Technology and Science
Bachelor of Engineering · Electrical and Electronics Engineering
August 1, 2016 – June 30, 2020
Mar Elias HSS
Intermediate · Class XII
June 1, 2014 – May 31, 2016
Amrita Vidyalayam
Matriculation · Class X
June 1, 2013 – May 31, 2014
Havells India Ltd
Associate Research Engineer
July 1, 2023 – October 1, 2025
Bengaluru, Karnataka, India
Bank Customer Churn analysis
May 1, 2026 – Present
• Analyzed 10,000 customer records across 7 datasets to evaluate churn behavior, demographic patterns, and product engagement. • Used KPI-based DAX measures to identify high-risk customer segments by geography, credit score, and account tenure. • Derived insights to highlight overdependence on single-product customers and gaps in retention across inactive account holders. • Recommended targeted retention strategies focusing on at-risk age groups, low-balance customers, and multi-product adoption. Tools Used: SQL, Power BI, DAX
View ProjectRCB-IPL Auction Strategy
November 1, 2025 – Present
• Analyzed IPL historical data to evaluate player performance, consistency, and overall team composition. • Used KPI-based analysis to identify overdependence on top-order batters and gaps in strike bowling. • Derived insights to highlight weaknesses in squad balance and performance risks. • Recommended a balanced auction strategy focusing on consistent players, all-rounders, and improved squad depth. Tools Used: SQL
View ProjectAstrosage Call Centre Optimization
June 1, 2025 – Present
• Built an analytical dashboard to track key KPIs such as revenue, customer satisfaction, and call performance. • Analyzed data to identify critical issues including high call failure rates and inefficient peak-hour resource allocation. • Highlighted low customer satisfaction levels (2.9 rating) and underlying operational gaps. • Recommended data-driven solutions like improved call routing, optimized staffing, and self-service systems to enhance efficiency. Tools Used: Excel (Pivot Tables, Charts)
View ProjectCultural Fit Analysis
The candidate's projects demonstrate an interest in data analysis and problem-solving across different domains (sports, banking, call center optimization), indicating adaptability and a curious mindset. The 'Associate Research Engineer' role at Havells India Ltd. suggests experience in a structured R&D environment. However, the current skill set is heavily skewed towards data analysis using SQL and Excel, with limited explicit mention of AI/ML frameworks, programming languages (like Python), or advanced statistical modeling, which are crucial for an 'AI Research Engineer' role. This creates a significant gap in cultural and technical fit for the target role.
Soft Skills & Operational Fit
The candidate lists several soft skills including Presentation Skills, Time management, Decision-making, Research, Teamwork, Critical Thinking, Responsibility, and Communication Skills. These indicate a foundational understanding of collaborative and analytical work environments. The project descriptions show an ability to identify problems and propose data-driven solutions, which aligns with operational effectiveness. However, the target role of 'AI Research Engineer' requires a much deeper technical foundation in AI/ML specific areas than currently demonstrated.