Back to projects
aiProductionCHATBOT

AI Gaming Strategy Coach Chatbot

Esports Mentor with 4 Coaching Personalities

Intelligent esports coaching chatbot powered by GROQ's Llama 3.3 70B LLM. Provides personalized gaming strategy advice across 9+ games (Valorant, League of Legends, CS2, Fortnite, Apex Legends, Dota 2, Overwatch 2, Rocket League, Tekken 7). Features 4 dynamic coaching personalities: Competitive Pro Coach for rank climbing, Casual Fun Guide for enjoyable gameplay, Educational Analyst for technical learning, and Hype Man for motivational support. Advanced features include real-time streaming responses, adjustable detail level (1-10 slider), quick action buttons, and gaming-themed UI with glassmorphism design. Built with Gradio and deployed on Hugging Face Spaces.

Case study snapshot
Role
AI systems builder
Audience
AI product users and recruiters
Timeline
2025-02
Role
AI systems builder
Audience
AI product users and recruiters
Date
2025-02
Problem

Why it mattered

9+ games supported; 4 coaching personalities; Real-time streaming responses; Deployed on Hugging Face Spaces

Solution

What shipped

Intelligent esports coaching chatbot powered by GROQ's Llama 3.3 70B LLM. Provides personalized gaming strategy advice across 9+ games (Valorant, League of Legends, CS2, Fortnite, Apex Legends, Dota 2, Overwatch 2, Rocket League, Tekken 7). Features 4 dynamic coaching personalities: Competitive Pro Coach for rank climbing, Casual Fun Guide for enjoyable gameplay, Educational Analyst for technical learning, and Hype Man for motivational support. Advanced features include real-time streaming responses, adjustable detail level (1-10 slider), quick action buttons, and gaming-themed UI with glassmorphism design. Built with Gradio and deployed on Hugging Face Spaces.

Impact

Proof signal

9+ games supported; 4 coaching personalities; Real-time streaming responses; Deployed on Hugging Face Spaces

< architecture />

System flow

Game Knowledge -> Personality System -> Prompt Engineering -> Streaming API -> UI/UX -> Cloud Deployment.

Game Knowledge
Personality System
Prompt Engineering
Streaming API
UI/UX
Cloud Deployment
Visual architecture
01
Game Knowledge
02
Personality System
03
Prompt Engineering
04
Streaming API
05
UI/UX
06
Cloud Deployment
quality score

Honest maturity snapshot

Code Quality9/10
UI / UX6/10
Scalability8/10
Production Ready9/10
Before

Manual questions, scattered context, and slow follow-up.

After

An agent workflow that routes intent, calls tools, and returns useful next actions.

capabilities

Features

  • Python integrated into the workflow.
  • Gradio integrated into the workflow.
  • GROQ API integrated into the workflow.
  • Llama 3.3 70B integrated into the workflow.
  • Game Knowledge stage documented in the delivery flow.
  • Personality System stage documented in the delivery flow.
tradeoffs

Engineering challenges

  • Keeping the implementation clear enough to explain while still solving the core technical problem.
  • Choosing a scope that could be shipped, tested, and documented.
  • Turning technical work into proof a visitor can evaluate quickly.
proof

Results

  • 9+ games supported; 4 coaching personalities; Real-time streaming responses; Deployed on Hugging Face Spaces
  • Documented the engineering path and important learnings.
  • Made source code or technical proof available for review.
reflection

What I learned

  • Tradeoff learned: Keeping the implementation clear enough to explain while still solving the core technical problem.
  • Proof learned: 9+ games supported; 4 coaching personalities; Real-time streaming responses; Deployed on Hugging Face Spaces
  • Next iteration: Add richer screenshots or a narrated demo.
< stack />
PythonGradioGROQ APILlama 3.3 70BHugging Face SpacesPrompt Engineering
< next iteration />

Future improvements

Add richer screenshots or a narrated demo.
Add before/after metrics and usage notes.
Package the project as a reusable template or deployable demo.