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Registration: 10.09.2025

Raju Mannem

Specialization: Full-Stack Software Developer
— I'm a computer science graduate and independent researcher, experienced in designing digital products and delivering optimized solutions within team-oriented environments, with a strong focus on responsive and mobile-first development. — Proficient in converting UI designs into cross-browser, interactive applications using modern frontend technologies such as Next.js, React.js, Redux, JavaScript ES6, TypeScript, HTML5, CSS3, and Chart.js, while also building scalable backend APIs with Node.js, Express, TypeScript, Python, and Flask deployed on AWS and Render. — Possesses solid knowledge of agile methodologies, software development best practices, and architectural patterns, along with a user-centered design approach using Figma and Canvas. — Experienced in creating real-time, AI-driven data visualizations, working with SQL and NoSQL databases, GraphQL, RESTful APIs, and data modeling principles. — Demonstrates deep understanding of build tools, module bundlers, and package managers, strong version control and CI/CD automation skills, and hands-on experience with cloud services, infrastructure as code using Terraform, and scalable deployments. — Has led and supported teams in academic settings, contributing to technical documentation and effective debugging, and is highly motivated to build impactful, customer-centric solutions-particularly in healthcare, education, and banking-while continuously learning and delivering results independently and on time.
— I'm a computer science graduate and independent researcher, experienced in designing digital products and delivering optimized solutions within team-oriented environments, with a strong focus on responsive and mobile-first development. — Proficient in converting UI designs into cross-browser, interactive applications using modern frontend technologies such as Next.js, React.js, Redux, JavaScript ES6, TypeScript, HTML5, CSS3, and Chart.js, while also building scalable backend APIs with Node.js, Express, TypeScript, Python, and Flask deployed on AWS and Render. — Possesses solid knowledge of agile methodologies, software development best practices, and architectural patterns, along with a user-centered design approach using Figma and Canvas. — Experienced in creating real-time, AI-driven data visualizations, working with SQL and NoSQL databases, GraphQL, RESTful APIs, and data modeling principles. — Demonstrates deep understanding of build tools, module bundlers, and package managers, strong version control and CI/CD automation skills, and hands-on experience with cloud services, infrastructure as code using Terraform, and scalable deployments. — Has led and supported teams in academic settings, contributing to technical documentation and effective debugging, and is highly motivated to build impactful, customer-centric solutions-particularly in healthcare, education, and banking-while continuously learning and delivering results independently and on time.

Portfolio

Diary Management Application

● Developed a Diary Management application using Spring MVC, Hibernate, and Spring Data JPA to manage user accounts and diary entries in a relational database. ● Created a responsive user interface using HTML, CSS, and JavaScript, with backend integration through RESTful services. ● Used Maven for project build, dependency management, and maintaining a clean application structure.

Marriage Bureau

● Designed responsive and animated user interfaces using React, TypeScript, Tailwind CSS, and Framer Motion. ● Developed RESTful APIs using Node.js, JavaScript and Express to support multimedia data handling. ● Integrated MongoDB and Firebase Storage to securely store user data with Google OAuth 2.0 authentication. ● Deployed both frontend and backend on Vercel and Render, and monitored overall application health.

Virtual Agent

● Developed a Virtual Agent designed to provide accurate and efficient answers using domain specific knowledge. ● Designed user friendly dashboard using Streamlit and Python, Deployed on Streamlit Cloud to access over the internet. ● Implemented a RAG pipeline using Python, LangChain, OpenRouter LLM Models to enhance response quality and context relevance. ● Introduced image generation feature by using Hugging Face and Stability AI’s Stable Diffusion XL (1.0).

Phase Assistant

● Involved in developing and fine tuning AI model using python, OpenRouter, google gemini, meta llama and deepseek models for domain focused personal assistance enabling RAG framework. ● Introduced image generation using Hugging Face API inference and Stable Diffusion model. ● Documented performance metrics and resolved versioning issues to improve performance and maintainability.

Covid Tweet Sentiment Analysis

● Built a sentiment classification model using Python and Scikit-learn to categorize COVID-19 tweets as Positive, Negative, or Neutral. ● Cleaned and preprocessed tweet data using Pandas, NumPy, and NLTK, ensuring data privacy by anonymizing usernames and screen names. ● Extracted features such as location, timestamp, and tweet content to improve classification accuracy. ● Trained and evaluated the model using standard metrics to ensure reliable performance on real-world social media data.

Reports Management System

● Developed a Python-based data management application capable of handling, cleaning, and transforming various types of structured data to ensure consistency and quality across datasets. ● Integrated sample datasets and dynamic machine learning model support, enabling predictive analytics on live and historical data. ● Built interactive business dashboards and automated reporting modules using Flask, HTML5, CSS3 and Javascript to provide real-time business analytics. ● Configured Pythonanywhere flask environment, successfully deployed and crawled in google search console.

Skills

JavaScript
TypeScript
React
Next.js
Redux
HTML/CSS
Tailwind CSS
Jquery
Motion
Node.js
Express.js
Bun
Python
PostgreSQL
MongoDB
Oracle SQL
PL/SQL
Apollo server
Graphql
Rest API
AWS Lambda
S3
CloudFront
IAM
CloudWatch
ECS
EC2
Vercel
Firebase
Pythonanywhere
Bash
Github Actions CI/CD
Docker
Terraform
Jira
Prisma
ESLint
ESBuild
Babel
Figma
Canva
Git
GitHub
GitLab
Chart.js
Tableau

Work experience

Machine Learning Engineer
05.2023 - 08.2023 |Red Carpet Animation Visual FX
Python, Flask, Numpy, Pandas, Scikit-learn, Matplotlib, MySQL, HTML, CSS, JavaScript, Pythonanywhere
● Responsible for maintaining quality and accuracy of the data using Python libraries Numpy, Pandas and MS Excel. ● Developed supervised ML models using Scikit learn for decision making and accurate predictions. ● Collect data from data marts and maintain it securely in MySQL database.
Salesforce Developer
08.2022 - 10.2022 |Smart Bridge
Salesforce, API, Apex, Testing, Debugging
● Worked on Data management, security management and Process Automation specialist. ● Designed interfaces with Lightning Web Components (LWC) & API, Apex, Testing & Debugging.

Educational background

Computer Applications (Masters Degree)
2023 - 2025
JKC College
Computer Science (Bachelor’s Degree)
2020 - 2023
JKC College

Languages

EnglishProficient