G.K.NEHA
Explore work

G.K.NEHA

Software Engineer

Specializing in Python-based AI systems and full-stack development for scalable solutions.

2+ Projects 9 Skills Bengaluru, India
G.K. NEHA
LanguagesAI/MLFrameworks/LibrariesDatabases
About

I'm G.K. Neha, a Computer Science graduate passionate about crafting efficient software solutions. With expertise in AI and full-stack development, I thrive on enhancing operational efficiency through innovative automation and robust applications.

01

Skills

LanguagesAI/MLFrameworks/LibrariesDatabasesTools & PlatformsCloud & DevOpsMethodologies & PracticesData & AnalyticsOther Technical Skills
02

Selected Projects

01

FWC-HRMS — AI-Powered HR Management System

Python, Generative AI, SQL Server, RAG

Developed an AI-driven bulk resume screening and auto-ranking module in Python, processing over 30 resumes per batch with a rule-based fallback for low-confidence AI outputs. Exposed the resume-screening pipeline as REST endpoints using FastAPI, and built a Django module for admin, employee, and HR management workflows. Designed a Retrieval-Augmented Generation (RAG) pipeline using SQL Server and vector indexing, reducing HR query response time by 40%. Evaluated AI frameworks and models with Vertex AI to select optimal solutions for the screening pipeline, integrating Google Workspace APIs for content handling. Utilized GitHub Copilot and OpenAI Codex to accelerate code generation; deployed the project for public access.

02

Netflix Clone — Full-Stack Streaming Platform

Java, Spring Boot, React, Angular, Oracle, Microservices

Designed and built a full-stack streaming platform end-to-end, featuring a Java/Spring Boot backend and a React frontend with 17 REST API endpoints for authentication, profiles, and payments. Decomposed the backend into independent microservices communicating via an API gateway, conducting local load tests to validate design against concurrent traffic and service-to-service latency. Developed reusable Angular components for content browsing and profile management, integrating them alongside the React UI to compare Angular's component model against React's. Architected the Oracle Database schema for users, video metadata, and subscriptions; optimized SQL queries, reducing query latency by 25% in benchmark testing. Implemented a Redis caching layer for frequently accessed metadata and session data, and RabbitMQ for asynchronous order and notification processing between services. Created JUnit test suites covering core service logic (authentication, profile, and payment modules) to ensure functionality before integration.

03

Experience

Aug 2025 – Jul 2026

Software Engineering Intern / Nokia

Bengaluru, India
  • Engineered Python-based automation and data-validation scripts integrated into existing pipelines, reducing manual QA effort by over 10 hours weekly.
  • Developed UI test automation suites utilizing Playwright and Selenium, enhancing regression test coverage and minimizing manual UI testing.
  • Diagnosed and resolved over 30 system defects during 12+ root-cause-analysis sessions, collaborating directly with engineering leadership on production incident remediation.
  • Crafted complex JOIN queries and designed indexing strategies on MySQL, improving data retrieval speed by 20%.
  • Tested and validated REST APIs using Postman and curl, while monitoring system health and application logs with Zabbix.
  • Established and maintained CI/CD pipelines using Jenkins and Apache Airflow, enhancing deployment and pipeline reliability.
  • Authored and maintained Standard Operating Procedures (SOPs) and runbooks, collaborating cross-functionally with stakeholders.
04

Credentials & Activity

Certificate

Certificate of Appreciation – Highest Marks in AI

CMR Institute of Technology

Certificate

Web Development

Udemy

Certificate

AWS

Udemy

Certificate

DevOps

Udemy

Certificate

Power BI

Udemy

Activity

Hackathon Participant / Various

Participated in multiple hackathons, developing innovative solutions under time constraints and collaborating with diverse teams. Led a team to create a prototype for an AI-driven application, enhancing problem-solving and project management skills.

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Contact

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