1-1
Snake
SHIPPED
A commercially shipped Snake game on Google Play for Android and PC, built on O(1) data structures, adaptive camera framing, and cross-platform input.
UnityC#URPNew Input SystemOdin InspectorAndroid
Beerkanwar Singh
I build games — and the systems behind them.
I engineer high-performance systems and gameplay mechanics from scratch. Whether it's building O(1) data structures in Unity or resilient microservices in Node.js, I believe in strict constraints, testable architecture, and zero bloat.
World 1: Featured Architecture
Major engineering projects demonstrating architecture, patterns, and full-stack systems.
1-2
Reinforcement Learning on Flappy Bird
PROTOTYPE
A Proximal Policy Optimization (PPO) agent trained over 500,000 steps in Unity ML-Agents to master Flappy Bird from a 4-value continuous observation vector.
Unity ML-Agents 4.0.1PPOC#PythonRigidbody2DNew Input System
1-3
Algorithm Benchmarker
SHIPPED
A .NET 8 WPF desktop profiling suite that auto-discovers 51 algorithms across 10 CS domains and empirically verifies Big-O complexity using least-squares regression.
C# 12.NET 8.0WPF (MVVM)SQLiteLiveChartsCoreDependency Injection
1-4
Complaint Classifier System
PROTOTYPE
A two-service student complaint triage system pairing a 3-model scikit-learn FastAPI inference server with a two-layer circuit-breaker fallback architecture.
Node.jsExpressPythonFastAPIscikit-learnTF-IDF
1-5
A role-based academic content-moderation platform with magic-byte upload inspection, access-time re-verified signed downloads, file versioning, audit logs, and 6 integration test suites.
Node.jsExpressMongoDBReact 19Docker ComposeJest / SupertestJWT & RBACTailwind CSS 4
World 2: Side Quests
Game jams, prototypes, algorithm implementations, and smaller focused scopes.
2-1
Kitchen Chaos
TUTORIAL-BASEDPROTOTYPE
Overcooked-style 3D cooking simulation — built on a CodeMonkey tutorial base, structured around polymorphic station contracts, ScriptableObject recipes, and static-event lifecycle safety.
UnityC#URPScriptableObjectsNew Input SystemCinemachine
2-2
Minesweeper
PROTOTYPE
From-scratch Minesweeper supporting boards up to 24x30 (180 mines) with strict Model-View separation, iterative BFS flood-fill, and runtime canvas auto-scaling.
UnityC#Algorithms (BFS)Unity UIMVC PatternTextMeshPro
2-3
Flappy Bird
PROTOTYPE
The physics-driven base game later used as a reinforcement-learning environment, featuring zero-allocation circular pipe pooling and event-driven scoring.
UnityC#Rigidbody2DObject PoolingNew Input System
2-4
Maths & Physics Playground
PROTOTYPE
An applied linear-algebra sandbox demonstrating XZ-plane flattened FOV detection, cross-product proportional turret aiming, and self-expanding object pools.
UnityC#Vector MathControl Theory (P-Controller)Object PoolingGizmos
2-5
Tic-Tac-Toe Multiplayer
PROTOTYPE
A real-time 2-player networked game built on Unity Netcode for GameObjects (NGO) with strict server-authoritative move validation and replicated state.
UnityC#Netcode for GameObjects 2.8.1Multiplayer ServicesServer Authority
2-6
Geometry Survival
PROTOTYPE
A 3D top-down twin-stick survival shooter featuring ground-plane raycast aiming, dual independent object pools, and batching-safe shader dissolve effects.
UnityC#URPMaterialPropertyBlockObject PoolingNew Input System
2-7
Bomb Massacre
JAMTEMPLATE-BASEDPLAYABLE
A GMTK Game Jam 2D platformer where the longer you carry a bomb before throwing it, the larger its terrain-carving blast radius grows.
Unity 6 (6000.5.4f1)C#URPNew Input SystemTiled (.tmx)Aseprite
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Skill Tree
Interactive capability map. Click nodes to highlight where they were used.
Unity Engine (Used in: snake, flappy-bird-rl, kitchen-chaos, minesweeper, flappy-bird, maths-physics-playground, tic-tac-toe-multiplayer, geometry-survival, bomb-massacre)
C# (.NET & Unity) (Used in: snake, flappy-bird-rl, algorithm-benchmarker, kitchen-chaos, minesweeper, flappy-bird, maths-physics-playground, tic-tac-toe-multiplayer, geometry-survival, bomb-massacre)
Universal Render Pipeline (URP) (Used in: snake, kitchen-chaos, minesweeper, flappy-bird, geometry-survival, bomb-massacre)
Unity New Input System (Used in: snake, flappy-bird-rl, kitchen-chaos, flappy-bird, geometry-survival, bomb-massacre)
ScriptableObject Architecture (Used in: kitchen-chaos)
Cinemachine & Camera Systems (Used in: snake, kitchen-chaos, bomb-massacre)
Tilemaps & Tiled Map Editor (Used in: bomb-massacre)
Netcode for GameObjects (NGO) (Used in: tic-tac-toe-multiplayer)
Unity ML-Agents (PPO) (Used in: flappy-bird-rl)
Phaser / HTML5 Canvas (JS) (Used in: complaint-classifier)
Node.js (Used in: resource-hub, complaint-classifier)
Express.js REST APIs (Used in: resource-hub, complaint-classifier)
MongoDB & Mongoose ODM (Used in: resource-hub)
JWT Auth, RBAC & Signed Tokens (Used in: resource-hub)
Python (FastAPI & scikit-learn) (Used in: complaint-classifier, flappy-bird-rl)
Docker & Docker Compose (Used in: resource-hub)
Jest & Supertest Integration Testing (Used in: resource-hub)
React 19, Tailwind & Vite (Used in: resource-hub)
WPF / .NET 8 (MVVM & SQLite) (Used in: algorithm-benchmarker)
Algorithms & Data Structures (Used in: algorithm-benchmarker, snake, minesweeper, bomb-massacre)
Object Pooling Patterns (Used in: flappy-bird, flappy-bird-rl, maths-physics-playground, geometry-survival, bomb-massacre)
Applied 3D/2D Vector Math (Used in: maths-physics-playground, geometry-survival, kitchen-chaos)
Git, GitHub & CI Workflows (Used in: snake, flappy-bird-rl, algorithm-benchmarker, complaint-classifier, resource-hub, kitchen-chaos, minesweeper, flappy-bird, maths-physics-playground, tic-tac-toe-multiplayer, geometry-survival, bomb-massacre)
Player Profile
Hardware specs and background initialization logs.
Beerkanwar Singh
Systems / Gameplay
- Location
- Punjab, India
- Education
- B.Tech CSE @ NIT Jalandhar
- Status
- Open for Internships
I am a systems-oriented engineer obsessed with how things work under the hood. While I love designing engaging game loops in Unity, I am equally passionate about architecting the backend services, databases, and APIs that support them.
My development philosophy relies on strict constraints: I write C# and Node.js code that avoids unnecessary abstractions, minimizing GC spikes and keeping memory profiles lean. I frequently implement custom object pools, deterministic data structures, and custom ML pipelines using Python.
When I'm not studying at NIT Jalandhar or participating in Game Jams, I am likely breaking down classic game mechanics, learning low-level C++, or optimizing full-stack applications.
Quests & Experience
Professional timeline, internships, and educational milestones.
Game Development Intern
- Independently developed and published 21 HTML5 games using JavaScript, Phaser, HTML5, and CSS from reference games, concepts, and gameplay prompts.
- Used AI-assisted development workflows (GitHub Copilot and Google Gemini) for rapid code iteration, debugging, and selected asset workflows while retaining full engineering ownership of the final implementation.
- Contributed all 21 shipped games to Aicade's platform and RAG pipeline for AI-driven game generation; one title remained in the platform's Top 5 games for approximately 8 months.
Shipped Commercial Release: Snake on Google Play
- Engineered and shipped a commercial Snake release on the Google Play Store (`com.BeerStudios.Snake`) built around an O(1) `LinkedList
` + `HashSet ` movement and collision core. - Built runtime aspect-ratio camera framing (`GridCameraScaler`), cross-platform buffered swipe/keyboard input, native Android haptics, and a 12-segment autonomous attract-mode AI snake.
GMTK Game Jam Entry: Bomb Massacre
- Extended Unity 6's 2D Platformer Microgame template under jam deadline pressure with an original "cook-to-throw" bomb mechanic (discrete 1–3 unit blast scaling over a 5s hold timer, backed by a fixed pool of 3 bombs).
- Implemented circular tilemap crater carving (`DestroyTilesInRadius`), procedural fallback explosion sprite generation, single-scene spawn-point level switching, and Tiled (`.tmx`) level pipelines.
B.Tech, Computer Science & Engineering
- Coursework and independent engineering across Data Structures & Algorithms, Operating Systems, Computer Networks, Database Management Systems, and Machine Learning.
- Built campus-scale architectural prototypes including the NITJ Academic Resource & Notes Exchange System and the Student Complaint Classifier System.
Communication Link
Looking for a systems-oriented engineer or a dedicated gameplay programmer? My inbox is open for internships and full-time opportunities.