Physics Educator & AI-Assisted Builder

Tanmay Mandal

Government Physics Teacher at Gurepole High School (H.S.) who leverages modern AI tools to design and build practical software, mobile applications, games, and cloud automation systems.

Gurepole, Shyampur, Howrah, West Bengal, India
Explore Prism Lab View Projects Contact Me
10+ Yrs
Physics Education
24/7 Cloud
AWS EC2 Deployed
2D/3D
Unity Physics Mechanics
E = mc²
AI-Accelerated
Δx · Δp ≥ ℏ/2
⚛

Physics × AI Development

Click Atom for Photon Burst

Philosophy & Vision

Where Science Meets Software

How physics training and modern AI tools combine to transform creative ideas into functional technology.

Amplifying Human Curiosity with Artificial Intelligence

Physics trained me to analyze complex systems from first principles. Software programming allows me to define logical solutions. Today, modern AI assistance acts as a powerful amplifier — dramatically accelerating development so I can turn ideas into robust applications, cloud trading monitors, Unity game mechanics, and automation tools efficiently.

First-Principles Logic

Physics teaches step-by-step analytical reasoning to structure system architectures cleanly.

AI-Accelerated Speed

Using prompt engineering and AI collaboration tools to build, test, and deploy software rapidly.

Creative Amplification

Viewing AI not as a replacement for human thought, but as an multiplier for human creativity.

Optics Exhibit

The Beauty of Light

"One beam. Seven colors. Infinite curiosity." — Interactive optics simulation of white light refraction through a glass prism.

Intensity:
Beam Width:
Prism Rotation:
Dispersion:
Quantum Physics

Quantum Tunneling Lab

"Passing through the classically forbidden." — Interactive Schrödinger wave mechanics simulation demonstrating barrier penetration, evanescent probability decay, and transmission probability T ≈ e-2κL. ⟨ψ|Ĥ|ψ⟩

Particle Energy (E): 2.4 eV
Barrier Height (V₀): 3.8 eV
Barrier Width (L): 0.85 nm

Evanescent Decay

Inside the barrier (V₀ > E), wave vector becomes imaginary κ, transforming oscillatory sine waves into decaying exponential e-κx.

Transmission Probability (T)

T ≈ 16(E/V₀)(1 - E/V₀)e-2κL proves particles have non-zero probability of traversing impenetrable potential hills.

Scanning Tunneling (STM)

Sub-angstrom atomic imaging: tunneling current between probe and sample scales exponentially with tip gap distance.

Nuclear Fusion & Decay

Solar fusion occurs at 15 million Kelvin only because protons quantum-tunnel through mutual Coulomb repulsion barriers.

Engineering Method

Featured AI Development Workflow

The structured 9-step pipeline used to conceptualize, architect, and deploy practical software.

01. IDEA

Problem & Vision

Identifying real-world needs in physics education, automation, data monitoring, or gaming mechanics.

02. RESEARCH

Domain Analysis

Evaluating existing libraries, data structures, cloud constraints, and physical laws involved.

03. ARCHITECTURE

System Design

Mapping out modular components, SQLite schemas, REST API endpoints, and data flow pipelines.

04. PROMPTING

Prompt Engineering

Drafting structured prompts, system instructions, and contextual specs for AI coding partners.

05. COLLABORATION

AI Code Generation

Synthesizing code snippets, algorithms, and UI boilerplate with AI models (Codex, Antigravity, DeepSeek).

06. TESTING

Rigor & Validation

Executing unit tests, verifying physics calculations, checking API edge cases, and edge handling.

07. ITERATION

Refinement & Refactoring

Optimizing code efficiency, fixing edge bugs, enhancing UI glassmorphism, and polishing UX.

08. DEPLOYMENT

Cloud & Release

Hosting on AWS Linux EC2 instances, packaging Android APKs, or publishing Unity WebGL builds.

09. IMPROVEMENT

Continuous Monitoring

Tracking system logs, observability metrics, and iteratively adding new capabilities over time.

Technology Stack

AI Tools & Tech Toolbox

Modern AI platforms, development environments, and cloud infrastructure I work with.

ChatGPT & GPT-4o

Architecture planning & prompt engineering

Codex & Copilot AI

Automated code completion & refactoring

DeepSeek AI

Deep reasoning & complex math logic

Antigravity AI

Agentic IDE workflow & component builder

Git & CI/CD Pipelines

Version control & automated workflows

Python 3.x

Backend logic, data analytics, and automation

Unity Engine

2D/3D physics mechanics & C# scripting

AWS Cloud Services

Linux EC2 hosting, S3 storage & cron scheduling

VS Code & Tools

Primary development workbench & extensions

Core Competencies

Interactive Skills Visualization

Key domains across physics education, software design, and AI-assisted building.

Physics Education

WBCHSE Higher Secondary Physics, mechanics, electromagnetism, and laboratory experimental guidance.

Mechanics Optics Quantum

Problem Solving

First-principles analytical thinking, deconstructing complex real-world challenges into structured logic.

Logic Algorithms Analysis

AI-Assisted Dev

Leveraging AI assistants, code generators, and LLM APIs to build, test, and deploy software rapidly.

Prompt Engineering Copilots

Python Ecosystem

Scripting, data analysis (Pandas/NumPy), PyQt GUIs, REST API integrations, and background automation.

Pandas PyQt Playwright

System Automation

Task scheduling, web scraping, data transformation pipelines, and automated reporting scripts.

Cron REST APIs Automation

Game Development

Unity 2D/3D physics mechanics, C# scripting, collision matrix, and interactive puzzle dynamics.

Unity C# Physics 2D

Software Architecture

Modular software design, clean code practices, SQLite database schemas, and maintainability.

Clean Code SQLite System Design

Cloud Deployment

AWS EC2 Linux server configuration, systemd daemon management, process logging, and observability.

AWS EC2 Linux Systemd

Prompt Engineering

Crafting precise contextual prompts, multi-turn AI instructions, and automated agent workflows.

Context Tuning LLM Agents
Portfolio

Featured Projects

Practical software, cloud platforms, games, and AI tools built using AI-assisted development.

Automatic Indian Trading System

Cloud-hosted automated Indian stock market trading platform designed for research and paper trading. Processes market data, applies configurable strategies, automates monitoring, and runs continuously on AWS EC2 with high reliability and logging.

Python AWS EC2 SQLite REST APIs Telegram Alerts

Unity Physics Puzzle Game

2D/3D physics mechanics game exploring orbital gravity, momentum conservation, level selection, settings, and refractive light optics.

Unity C# Physics2D Optics UI
Optics Lab Demo

Android Science Lab Utility App

Mobile utility for WBCHSE Higher Secondary physics formulas, unit conversions, optics, and interactive science lab calculators.

Android Java/Kotlin SQLite Physics Formulas
Inquire

AI Prompt & Workflow Suite

Python automation tool for document summarization, PDF data extraction, prompt engineering orchestration, and LLM API integrations.

Python OpenAI API DeepSeek AI Workflows
Workflow

Python Utilities & Automation

Desktop script suite for file organization, web scraping via Playwright, data transformation with Pandas, and scheduled task cron jobs.

Python Playwright Pandas Automation
Terminal Demo

Research Experiments & Open Source

Future open-source experiments exploring physics wave interference animations and AI code generators.

Open Source Python WebGL
Explore
Interactive Shell

Terminal & Code Workbench

Type commands into the shell or inspect sample Python architecture below.

tanmay@space-station: ~
Welcome to Tanmay Mandal's Shell v2.0 (Physics Teacher × AI Builder)
Type 'help' for commands (e.g., 'workflow', 'aitools', 'physics').
tanmay@space-station:~$
quantum_physics_simulation.py Python 3.12 
import math
import dataclasses

@dataclasses.dataclass
class QuantumParticle:
    name: str
    mass: float  # kg
    velocity: float  # m/s

    def de_broglie_wavelength(self) -> float:
        h = 6.62607015e-34  # Planck constant
        momentum = self.mass * self.velocity
        return h / momentum if momentum != 0 else math.inf

# Initialize Electron Particle
electron = QuantumParticle(
    name="Electron",
    mass=9.109e-31,
    velocity=2.2e6
)
print(f"Wavelength: {electron.de_broglie_wavelength():.3e} m")
Snapshot

Fun Facts & Identity

Quick facts about my background as a teacher and developer.

Government Teacher

Teaching Physics at Gurepole High School (H.S.), Howrah.

Physics Enthusiast

Fascinated by classical mechanics, optics, and quantum theory.

AI-Assisted Builder

Leveraging AI tools to build practical software rapidly.

Cloud Creator

Deploying automated tools & trading monitors on AWS EC2.

Unity Game Dev

Creating 2D/3D physics mechanics & interactive puzzles.

Automation Explorer

Streamlining repetitive tasks with Python scripts & bots.

Get In Touch

Contact & Connect

Reach out for academic inquiries, software discussions, or open-source collaboration.

Contact Information

School & Profession

Government Physics Teacher

Gurepole High School (H.S.)

Location

Gurepole, Shyampur, Howrah

PIN: 711314, West Bengal, India

Official Website

tanmaymandal.com

Direct Email

contact@tanmaymandal.com

Send a Message