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I am a Full Stack Engineer with 4+ years of experience building scalable web applications, with a strong focus on AI integration and data-driven systems. I design backend architectures, structure data pipelines, integrate LLM-based workflows, and develop modular frontend systems using React, TypeScript, and JavaScript. I am adaptable across technologies and tools, and I strive to translate complex data and AI requirements into reliable, production-ready platforms. I enjoy collaborating across teams, mentoring others, and tackling ambiguous problems with pragmatic, well-structured solutions. My passion lies in turning innovative ideas into robust software that delivers real user value.…I am a Full Stack Engineer with 4+ years of experience building scalable web applications, with a strong focus on AI integration and data-driven systems. I design backend architectures, structure data pipelines, integrate LLM-based workflows, and develop modular frontend systems using React, TypeScript, and JavaScript. I am adaptable across technologies and tools, and I strive to translate complex data and AI requirements into reliable, production-ready platforms. I enjoy collaborating across teams, mentoring others, and tackling ambiguous problems with pragmatic, well-structured solutions. My passion lies in turning innovative ideas into robust software that delivers real user value.

Manua Murali

Web Developer, Full Stack Developer, Front-End Developer, +4

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I am a Full Stack Engineer with 4+ years of experience building scalable web applications, with a strong focus on AI integration and data-driven systems. I design backend architectures, structure data pipelines, integrate LLM-based workflows, and develop modular frontend systems using React, TypeScript, and JavaScript. I am adaptable across technologies and tools, and I strive to translate complex data and AI requirements into reliable, production-ready platforms. I enjoy collaborating across teams, mentoring others, and tackling ambiguous problems with pragmatic, well-structured solutions. My passion lies in turning innovative ideas into robust software that delivers real user value.…I am a Full Stack Engineer with 4+ years of experience building scalable web applications, with a strong focus on AI integration and data-driven systems. I design backend architectures, structure data pipelines, integrate LLM-based workflows, and develop modular frontend systems using React, TypeScript, and JavaScript. I am adaptable across technologies and tools, and I strive to translate complex data and AI requirements into reliable, production-ready platforms. I enjoy collaborating across teams, mentoring others, and tackling ambiguous problems with pragmatic, well-structured solutions. My passion lies in turning innovative ideas into robust software that delivers real user value.

Available to hire

I am a Full Stack Engineer with 4+ years of experience building scalable web applications, with a strong focus on AI integration and data-driven systems. I design backend architectures, structure data pipelines, integrate LLM-based workflows, and develop modular frontend systems using React, TypeScript, and JavaScript. I am adaptable across technologies and tools, and I strive to translate complex data and AI requirements into reliable, production-ready platforms.

I enjoy collaborating across teams, mentoring others, and tackling ambiguous problems with pragmatic, well-structured solutions. My passion lies in turning innovative ideas into robust software that delivers real user value.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

German

Advanced

Malayalam

Fluent

Hindi

Fluent

Work Experience

Web Developer (Freelance) at Mentorship Technologies

January 1, 2024 - November 1, 2025

Designed and delivered modern web apps for small businesses and individual clients, owning features end-to-end. Built full-stack MERN applications, real-time chat, dashboards, marketing sites, blogs, and portfolios using JavaScript, TypeScript, React, Node.js, Express, and MongoDB. Worked independently in a remote setup, managing priorities and communicating progress clearly with stakeholders. Contributed across frontend, backend, and database layers to deliver responsive, scalable solutions.

Coding Instructor at White Hat Jr.

August 1, 2022 - August 1, 2023

Delivered live coding sessions and taught programming fundamentals to over 2,000 students globally. Created engaging lesson plans and guided learners through web development with React, JavaScript, and TypeScript, providing ongoing feedback and support.

Web Developer at Mentorship Technologies

September 1, 2020 - April 1, 2023

Developed full-stack web applications using the MERN stack; delivered 5+ end-to-end projects; built a real-time chat app to improve team communication; worked in a cross-functional Agile environment; mentored junior developers; simplified complex concepts into learnable modules; created dashboards, marketing sites, blogs, and portfolios; collaborated with clients in a remote setup.

Software Engineer (Freelance) at Self-Employed

December 1, 2024 - Present

Architected a test bench integration layer (Python, FastAPI, PostgreSQL) enabling structured ingestion, normalization, and validation of simulated and measured datasets within an engineering simulation platform. Built a multi-stage DXF-to-FEM preprocessing pipeline (Python, Shapely, React) supporting arbitrary 2D motor geometries with adaptive discretization, topology cleaning, graph-based edge detection, and radial classification (shaft, rotor, stator, airgap), achieving 94-100% simulation readiness. Led frontend architectural design for an early-stage startup product (React, TypeScript, Tailwind CSS), defining modular component systems and workflow-driven UI patterns. Developed an AI-powered document learning platform (React, Node.js, Prisma, PostgreSQL, OpenAI API, Hugging Face) with asynchronous processing pipelines. Created analytical dashboards (Python, Pandas, React) for multi-source data visualization and performance evaluation.

Working Student – Data Science Projects at IU International University of Applied Sciences

April 1, 2024 - November 1, 2024

Built end-to-end churn prediction pipeline (Python, Scikit-learn, Pandas); benchmarked SVM, Logistic Regression, Random Forest, and Gradient Boosting using ROC-AUC and cross-validation. Performed feature engineering and model evaluation with precision, recall, and F1-score metrics. Automated reporting workflows through Python data pipelines and analytical dashboards.

Full Stack Developer & Mentor at Mentorow

April 1, 2022 - September 1, 2023

Architected internal platforms and scalable full-stack web systems using React, TypeScript, Node.js, Express, WebSockets, and MongoDB. Reduced message latency of a real-time chat application by 40% through WebSocket optimizations and improved API performance by 30% via restructuring and MongoDB indexing. Mentored interns in modern JavaScript architecture, backend design, and Git practices.

Application Developer & Instructor at WhiteHat Jr

September 1, 2020 - April 1, 2023

Developed 10+ structured web and mobile projects using JavaScript, React, React Native, Python, and Firebase; translated ideas into hands-on learning applications. Designed progressively challenging project assignments covering OOP and modern frontend architecture; mentored 100+ students through pair programming and guided sessions.