MBA

Prompt Engineer · AI Builder · Full-stack Problem Solver

Madhava Brightly A

I design multi-model prompt pipelines, prototype AI-first products, and turn complex workflows into reliable web, desktop, and automation systems.

  • Specialized in granular code generation and structured LLM contexts
  • Comfortable across Python, JavaScript, UI design, and AI deployment
  • Focused on shipping practical tools with strong technical depth

What I do

IT professional specializing in multi-model prompt engineering pipelines that connect high-level system architecture with granular code generation. I accelerate development into secure and deployable applications by structuring LLM context, automating data workflows, and reducing debugging friction.

My work blends product thinking with implementation. I move from research and UI wireframing into working software across web, desktop, and AI-assisted systems.

Academic background

2022 – 2026

Annamalai University

BE in Information Technology

Tamil English Latin · Beginner

Tools and strengths

Python JavaScript AI / ML YOLO Deep Learning FinTech Simulations Linux Administration Figma UI / UX Design Problem Solving Algorithms

How I approach product work

  • AI-assisted software design with staged prompt engineering workflows
  • Agile prototyping that connects UX wireframes to technical implementation
  • Strong focus on debugging, system structure, and real-world reliability

Selected builds

2025 Web App

Synthetic Market

Built a synthetic market simulation web application for risk-free trading practice. The system models realistic market dynamics, advanced order execution logic, and a hybrid trading bot with rule-based and algorithmic strategies, including a 40% target profit model and a 20% automated stop-loss / auto-close mechanism.

2024 Computer Vision

Facial Recognition Using AI

Developed an AI-based facial emotion recognition system that detects and classifies human emotions from facial expressions using computer vision and deep learning techniques, enabling accurate real-time analysis.

2026 Desktop App

Python Screen Recorder

Created a crash-resilient Windows desktop recorder with FFmpeg-based 60 FPS capture, dual-channel microphone and system loopback audio mixing, real-time audio device hot-swapping, spectral gating filters, and low-frequency rumble removal.

What I’m doing now

  • Engineering automated testing frameworks for system hooks, network interfaces, and audio hardware routing under virtualization.
  • Mastering vanilla JavaScript and native runtime APIs to build optimized extraction pipelines and real-time scrapers for AI workflows.
  • Managing successful freelancing work, delivering custom full-stack web, mobile, and AI applications for client and academic needs.
  • Balancing technical growth with disciplined personal development and sustainable performance habits.

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Let’s build something useful

Open to product collaboration, freelance builds, prompt engineering work, and AI-driven prototypes.