Deepika J.

Business Development Executive

Hyderabad, Telangana, India2 yrs 11 mos experience
Highly StableAI Enabled

Key Highlights

  • Led successful migration of Finacle Core Banking.
  • Developed predictive models to solve real-world business problems.
  • Strong foundation in statistics and data analysis.
Stackforce AI infers this person is a Data Science and Machine Learning professional in the Fintech industry.

Contact

Skills

Core Skills

Data AnalysisData EngineeringProject ManagementMachine LearningData Science

Other Skills

LinuxSQLPython (Programming Language)Computer VisionData AnalyticsData Structures and AlgorithmsArtificial Intelligence (AI)

About

I am a Data Science and Machine Learning enthusiast currently working in a hybrid role of analyst and developer in the banking domain at ICICI bank. I work on analyzing system behaviour, troubleshoot complex production issues, and design data-driven solutions to improve platform reliability and and operational efficiency across high-volume banking systems. My role involves analyzing transaction logs, user activity patterns, and system performance data to diagnose failures, streamline workflows, and support large-scale product rollouts in a regulated financial environment. Alongside my professional role, I have been actively building hands-on experience in data science and machine learning through independent projects using Python, SQL, and scikit-learn. My projects focus on applying statistical analysis and ML technique to solve real-world business problems with predictive modelinh, behavioral pattern analysis and computer vision. I am actively staying updated with emerging tools and techniques in GenAI and machine learning, and continuously learning to expand my knowledge and skill set. Some of the areas I worked on include: • Exploratory data analysis and feature engineering • Building predictive models using Python and scikit-learn • Applying machine learning to real-world datasets • Understanding user behavior and system patterns through data With a strong foundation in statistics, mathematics, and data analysis, I am currently looking to transition into Data Scientist roles where I can combine my analytical thinking, engineering experience, and machine learning skills to build impactful data-driven solutions.

Experience

2 yrs 11 mos
Total Experience
2 yrs 11 mos
Average Tenure
2 yrs 11 mos
Current Experience

Icici bank

2 roles

Senior Business Analyst

Apr 2026Present · 1 mo · Hyderabad, Telangana, India

Business Analyst - Technology Group

Jun 2023Apr 2026 · 2 yrs 10 mos · Hyderabad, Telangana, India

  • Led the migration of Finacle Core Banking, coordinating regression testing, system audits, and production rollouts, resulting in a 40% reduction in post-migration issues and improved platform stability.
  • Analyzed large-scale transaction logs, system events, and audit trails to diagnose recurring failures in high-impact account maintenance and digital banking workflows, improving incident resolution efficiency by 25–35%.
  • Developed and optimized SQL-based data analysis scripts to investigate production issues, validate financial transactions, and generate operational insights for system reliability and process improvements.
  • Translated operational pain points into data-backed functional solutions, collaborating with product, engineering, and operations teams to streamline workflows such as customer onboarding and account closure.
  • Conducted root cause analysis using debug logs, audit datasets, and transaction traces, identifying failure patterns and implementing preventive fixes to reduce recurring system errors.
  • Partnered with vendor teams and internal stakeholders to manage change requests (CRs), UAT cycles, and patch deployments, ensuring system performance, regulatory compliance, and successful production releases.
LinuxSQLData AnalysisData Engineering

Visvesvaraya national institute of technology (vnit), nagpur

Research Intern

May 2022Jul 2022 · 2 mos · On-site

  • Developed a mathematical model for generating an optimal production plan that maximizes total output, taking production capacity, stoichiometric coefficients and other input resources into consideration. The model is built using Gurobi Python API module and python libraries to solve a set of multi objective linear equations
  • Designed a Machine Learning model that uses transfer learning to detect the malarial infection and prioritizes the cases based on the severity of the infection. The model was trained using feature extractions using SVM, KNN along with augmentation and 8-layered CNN model
  • Developed a Machine Learning model using CNN, which detects the face and checks whether the person belongs to the college by any means with an accuracy of 99.83%, thereby improving the security system of college premises. Designed the model using ML algorithms such as KNN, SVM, LDA and PCA which targets the nodal points of human face
Python (Programming Language)Machine LearningData Science

Education

Visvesvaraya National Institute of Technology

Bachelor of Technology - BTech — Mechanical Engineering

Jul 2019Jun 2023

Sri Chaitanya Junior College

Intermediate Education

Jun 2017Apr 2019

Sri Chaitanya Techno School

High School

Jun 2012Apr 2017

Stackforce found 100+ more professionals with Data Analysis & Data Engineering

Explore similar profiles based on matching skills and experience