Headline

Software Engineer | AI/ML | Java • Python • Systems • Scalable Applications | EdgeVerve (Infosys Finacle)

About

I’m an AI & ML Engineering graduate with hands-on experience building and deploying intelligent systems across domains like healthcare, generative AI, and automation.I’ve developed end-to-end AI solutions including:- Genimation – a text-to-animation system using generative AI- HealthGuard AI – a machine learning–based disease prediction platform- Object detection systems using deep learning frameworksCurrently working with EdgeVerve (Infosys), where I:- Enhance a large-scale test automation framework (Java, Selenium, Maven) by building extensible automation capabilities for validating bank-specific customizations in the Finacle core banking system- Contribute to a Python-based AI failure classification system (PoC) for automated log analysis- Design and manage test data provisioning workflows using Oracle SQL and Azure DevOps pipelines- Debug distributed systems through Kubernetes/OpenShift log and pod analysisMy work sits at the intersection of AI, backend systems, and scalable software engineering, with a strong focus on building practical, production-oriented solutions.🔗 Portfolio & Profiles📬 Email: sarika.mn97@gmail.com🔗 Portfolio: https://sarikamn-362.netlify.app 📄 Resume: https://www.canva.com/design/DAHFcINA0w0/kgenBVE72I7U4HIPZHxBQQ/view💻 GitHub: https://github.com/Sarika362 📬 Open to meaningful conversations around AI, engineering, and impactful systems.

Location

India

AI stack

claude code

gemini

github copilot

grok

hugging face

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Work experience

System Engineer at EdgeVerve, Sep 2025 - Present · 1 y 2 mo, Bengaluru, Karnataka, India, • Built Finacle Test Case Repository, a full-stack server-side application (FastAPI + PostgreSQL backend, React frontend) with RESTful APIs, JWT-based 3-tier role access control, and complete audit logging across 9+ banking modules. • Contributed to a Python-based AI Failure Classification Agent (PoC) leveraging inference-based ML techniques to automate log triage, reducing manual debugging effort and enabling faster root cause identification. • Enhanced the Finacle Test Automation Framework (FTAF) using Java, Maven, and Selenium by developing custom automation capabilities to support testing of bank-specific module variations within the Finacle core banking system, improving usability and accelerating test adoption. • Architected and developed a full-stack Finacle Product Test Case Repository as an internal utility using FastAPI, React, and PostgreSQL, replacing manual Excel-based test case tracking across 9+ Finacle modules (CORE, CASA, Trade Finance, LOANS and others); implemented role-based access control (Admin/Manager/User) with JWT authentication, a complete audit trail capturing all user actions with before/after snapshots, bulk Excel import/export with config-driven validation, and auto-generated test case and action IDs. • Designed and executed end-to-end test data setup for Trade Finance modules by creating and managing Oracle SQL scripts and Excel-based datasets; automated data provisioning workflows using Azure DevOps pipelines to support bank-specific environments. • Diagnosed application issues by analyzing Kubernetes/OpenShift pod logs and backend services, identifying root causes of failures and enabling faster resolution for internal teams. • Maintained and integrated automation test suites into Git-based repositories and scheduled CI/CD pipelines, ensuring consistent regression execution across multiple banking projects as per organizational standards.

System Engineer at EdgeVerve, Mar 2025 - Aug 2025 · 5 mo, Bengaluru, Karnataka, India, Currently working in the Functional and Automation Testing team at EdgeVerve. • Performing UI testing using the Finacle banking platform • Conducting API validation and workflow checks using Postman • Developing and executing automated test scripts using FTAF (Finacle Test Automation Framework) • Writing test cases, identifying bugs, and reporting bugs, documenting test cases, and ensuring product functionality in client-facing modules Although this role is QA-focused, I’m simultaneously building AI/ML applications independently, aligned with my academic background and long-term goal of transitioning into AI/ML engineering.

Machine Learning Intern at Unified Mentor, Oct 2024 - Feb 2025 · 4 mo, Remote, • Developed 5 ML models with high accuracy: ➢ ASL Detection (91.97%), Heart Disease Prediction (94.52%), Liver Cirrhosis Stage Detection (95.04%). • Hands-on Supervised & Unsupervised Learning, Deep Learning

Artificial Intelligence Trainee at Samsung Innovation Campus, Sep 2024 - Apr 2025 · 7 mo, Don Bosco Institute of Technology, Bengaluru, Karnataka, India, Completed intensive hands-on training in Artificial Intelligence, focusing on real-world applications of machine learning, deep learning, and NLP. Key Learning Areas: • Machine Learning, Data Preprocessing, and Visualization using Python (NumPy, Pandas, Scikit-Learn) • Supervised and Unsupervised Learning Algorithms • Natural Language Processing (NLP) with NLTK • Deep Learning with TensorFlow and Keras • Collaborative projects, problem-solving, and real-time implementation Capstone Project – ObjectifyAI: Real-Time Object Detection • Developed a deep learning model achieving 63% accuracy for real-time object detection • Built full-stack solution using React.js (frontend), Flask (backend), and TensorFlow.js (in-browser inference) • Trained and optimized the model on Google Colab • Integrated Chart.js for live data visualization • Focused on enhancing real-time inference speed and model performance

System Engineer at EdgeVerve, Apr 2024 - Feb 2025 · 10 mo, Bengaluru, Karnataka, India, Full Stack Development Trainee Underwent hands-on training in full-stack development and professional skills as part of onboarding for the System Engineer Intern role at EdgeVerve. Gained hands-on experience in full-stack development using Java, with exposure to both frontend and backend technologies. 🔹 Built real-world applications such as a School Management System, Pharmacy App, and To-Do App 🔹 Worked with Java, JDBC, MySQL, OracleDB, HTML, CSS, JavaScript, AngularJS, Node.js, Express.js, JUnit, and Postman 🔹 Strengthened skills in backend APIs, frontend integration, database management, and software testing workflows 🔹 Gained exposure to UNIX command-line operations and development tools 🧠 Also completed soft skills training in: - Business communication, LSRW (Listening, Speaking, Reading, Writing) - Email etiquette, time management, cultural intelligence - Design Thinking (DT) and workplace professionalism

Data Science Intern at Devtern, Feb 2024 - Apr 2024 · 2 mo, Bengaluru, Karnataka, India, Project based internship Detection of Fake News, Uber Trips Analysis & Discovery of Handwashing

Coding & Programming - Selective Training Program at Samsung Innovation Campus, May 2023 - Jan 2024 · 8 mo, Don Bosco institute of Technology, Bengaluru, Successfully completed the "Python with Data Analysis" training as part of the Coding and Programming (C&P) course at Samsung Innovation Campus, where I acquired advanced skills in Python and data analytics, further enhancing my career opportunities. Additionally, I led a hackathon organized by the Samsung Innovation Campus. - Learnt Python fundamentals, data structures, and the design and analysis of algorithms to create optimized solutions. - Gained expertise in data preparation, preprocessing, analysis, and visualization techniques using Python libraries such as Pandas, NumPy, Matplotlib, Plotly, and Seaborn for effective data analysis and visualization. - Completed a capstone project titled “Instagram Reach Analysis” and developed a prediction model to assess and predict reach performance. - Presented project outcomes in a poster presentation demonstrating technical and communication skills.

Education

Bachelor of Engineering - BE, Computer Science Artificial Intelligence and Machine Learning, Don Bosco Institute of Technology (DBIT), Bengaluru

Pre University, NMKRV College

Public links

github: https://github.com/Sarika362

leetcode: https://leetcode.com/Sarika362

sarikamn-362.netlify.app: https://sarikamn-362.netlify.app/