Nagabhushana Reddy
Assistant Vice President
Bengaluru
Summary
Seasoned Data Science & Analytics professional with 10+ years of experience, currently serving as Assistant Vice President. Proven expertise in building machine learning models, data visualization, and advanced analytics across Banking, Gaming, Automobile, and Retail domains. Skilled in GCP, Kubeflow, and BigQuery with practical experience in implementing MLOps pipelines. Strong communicator with a track record of delivering strategic insights and technical presentations to senior stakeholders.
Overview
13
13
years of professional experience
11
11
years of post-secondary education
4
4
Languages
Work History
AVP
HSBC
11.2022 - Current
- Delivered end-to-end Google AML model implementation across multiple markets to identify high-risk customers based on transaction behavior.
- Developed benchmarking reports to highlight model limitations and assess post-deployment performance and associated risks.
- Engineered features targeting complex typologies such as human trafficking, tax evasion, and money mule detection.
- Post-implementation, optimized alert volume through output rule experimentation to support efficient alert workforce management.
- Managed impact assessments, change requests, and ad-hoc analyses for go-live markets in collaboration with regional business leads.
Senior Associate - Data Science
Affine Analytics Pvt. Ltd
12.2019 - 11.2022
- Developed and implemented machine learning models including Linear Regression, Logistic Regression, Random Forest, Support Vector Machines, and Ensemble Techniques using Python.
- Managed end-to-end data science project lifecycle encompassing planning, analysis, design, development, testing, and deployment using data mining and analysis tools.
- Led data-driven projects from ideation to execution, aligning analytical solutions with strategic business goals.
- Presented analytical findings in a clear, concise manner to non-technical stakeholders, enabling informed decision-making and measurable business outcomes.
Senior Analyst
Firstsource Solutions
05.2016 - 12.2019
- Built and deployed Regression and Classification models using Python to solve real-world business problems.
- Performed data wrangling, cleaning, and exploratory analysis on large datasets using Python, SQL, and MS Excel.
- Developed and optimized SQL queries to generate dashboards and track key engagement KPIs across customer segments and regions on a weekly/monthly basis.
- Interpreted and communicated data insights through structured reporting; collaborated with stakeholders to support data-driven decisions.
Associate Analyst
XL Dynamics Pvt. Ltd
01.2013 - 07.2015
- Analyzed real-time financial data including income, credit, savings/assets to support loan approval predictions.
- Collaborated with on-site Underwriters and Funding Managers to identify solutions for critical loan-closing scenarios.
- Reviewed Tableau dashboards to derive actionable insights and supported decision-making through data-driven recommendations.
Education
PGDM - FINANCE
Indian Institute of Planning & Management
01.2011 - 01.2013
B. Tech - C.S.E
K.S.R.M. College of Engineering
01.2007 - 01.2011
Class XII - undefined
N.V.R Junior college
Vijayawada, Andhra Pradesh 01.2005 - 01.2007
Class X - undefined
Y.M.K High School
Adoni, Andhra Pradesh 01.2002 - 01.2005
Tools And Techniques
- Languages: Python, SQL.
- Libraries/Packages: NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, Statsmodels
- Data Visualization: Matplotlib, Seaborn, Plotly
- Cloud Platform (GCP): Kubeflow, Big Query, end-to-end Model Build
- Version Control: Git, GitHub
- ML Algorithms: Supervised and Unsupervised Learning, Ensemble Methods (Random Forest, XGBoost, etc.)
Personal Information
- Father's Name: K Veeresh Reddy
- Date of Birth: 06/14/90
- Gender: Male
Timeline
AVP
HSBC
11.2022 - Current
Senior Associate - Data Science
Affine Analytics Pvt. Ltd
12.2019 - 11.2022
Senior Analyst
Firstsource Solutions
05.2016 - 12.2019
Associate Analyst
XL Dynamics Pvt. Ltd
01.2013 - 07.2015
PGDM - FINANCE
Indian Institute of Planning & Management
01.2011 - 01.2013
B. Tech - C.S.E
K.S.R.M. College of Engineering
01.2007 - 01.2011
Class XII - undefined
N.V.R Junior college
01.2005 - 01.2007
Class X - undefined
Y.M.K High School
01.2002 - 01.2005
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