Naren Surampudi

Data @ HSBC | OMSCS @ Georgia Tech

Pune, MH, India

NS

About

Harnessing the power of Data to drive Business Impact through actionable insights using Machine Learning and Advanced Analytics

Skills

Python
Tensorflow
PyTorch
SQL
PowerBI
Dagster
Streamlit
Langchain
Azure
DuckDB
Docker
Git
Machine Learning
Deep Learning
Data Mining
Information Retrieval
Natural Language

Work Experience

HSBC
ML
Python
Tensorflow
PowerBI
Dagster
Stakeholder Management

2023 - Present

Consultant Specialist (Data Science & Analytics Engineering)

• Lead the design of risk frameworks for the Service Sustainability Program that efficiently drive $100mil+ global budget annually and improve service resilience. • Proposed and lead the design and implementation of automated Dagster pipelines and PowerBI dashboards for Wealth & Personal Banking Risk & Resilience, automating reporting and reducing time to reporting by 80%. • Lead developer for new Jira data maintenance tooling, empowering data owners to actively maintain data, reducing data maintenance effort by 70%. • Pioneered the usage of advanced data practices across teams, reducing data process and reporting times by 25% • Mentored new graduates with hand-on guidance to build up data talent within the team

HSBC

2020 - 2023

Senior Software Engineer (Data & Machine Learning)

• Joined as part of Global Graduate Programme • Worked on a Self-service Analytics platform offering multiple advanced analytics options such as Time-series Forecasting, Topic Analysis and Exploratory Analysis Reporting, increasing adoption of advanced analytics in teams by 60% • Supported the development of machine learning models for the CARE ecosystem for change risk prediction, reducing failed changes and downtime in teams by 40%. • Lead the development of incident and outage forecasting models for the HOOP platform, reducing outages in teams by 30%.

Reflexis Systems
Python
Deep Learning
Tensorflow
NLP

2019 - 2019

Data Science Intern

• Prototyped a new NLP usecase for improving retail campaigning efficiency which was showcased to executive stakeholders • Aided in development of deep learning models using GRUs and ResNets for aiding in better workforce management

Education

Georgia Tech

2022 - 2024
Master's Degree in Computer Science

Birla Institute of Technology and Science, Pilani

2016 - 2020
Bachelor's Degree in Electronics & Communications Engineering