---
title: "Sarika M N - System Engineer in India | Tal"
description: "Meet Sarika M N, Software Engineer | AI/ML | Java • Python • Systems • Scalable Applications | EdgeVerve (Infosys Finacle) based in India. AI stack includes claude code, gemini, and github copilot. Explore public work links including github, leetcode, and sarikamn-362.netlify.app."
image: "https://tal.club/meet/sarika-m-n/share-image"
---

# Sarika M N on Tal

## 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

Replicate

## 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/

[View the original profile](https://tal.club/meet/sarika-m-n)

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