Handburger

Hello! Here’s my portfolio/e-sports resume for League of Legends. If you would like to contact me for inquiries, my Discord username is Handburger. Alternatively, my e-sports email is handburger.analyst@gmail.com.

Professional Experience
HB Prepper (Custom Tool)
Competencies
Methodology
Redacted Samples of Work
Contact

Professional Experience

Freelance LoL Analyst | 3 Competitive Teams (Tier 3/4) Duration: 4 Months (Continuous)

Strategic Integration: Collaborated with coaching staff to build on macro foundations, resulting in improved mid-game decision-making and objective control across all rosters.
Draft & Prep: Led draft preparation by analyzing enemy tendencies (OP.GG champion pools + VOD enemy positioning), creating tailored blue/red side strategies that exploited opponent patterns.
Individual Development: Conducted weekly VOD reviews to address mechanical habits and champion pool gaps, offering specific advice that led to measurable improvements in individual player performance metrics.
Team Cohesion: Facilitated weekly team VOD reviews focused on champion understanding and teamfight synergy, breaking down complex macro errors into digestible lessons for the roster.

Featured Project: Private Analyst Suite - HBPrepper

To solve the frustrations with the public free tools, I developed a private in-house analytical tool designed to streamline the pre-game preparation workflow that perfectly fits my ideas. Tech Stack HTML, CSS, JavaScript, JSON

Key Features:

Open-ended Scouting: A private tool that is simultaneously a blank canvas and a place to aggregate data.
Map Planning Integration: A visual interface for drafting level 1 setups and jungle pathing strategies based on enemy positional habits.
Fog of War Simulation: Simulates and shows vision per-team and HP/Mana bars for deep situation discussions.
Draft Simulation: Analyzes win conditions and synergy gaps for proposed drafts prior to game day.
Comp Analysis: Previews a proposed team composition idea and evaluates the pros and cons of each element within the comp.
Adaptable: Player tierlist champion pools and Comps can be saved for future reference.

Note: This tool is currently proprietary for active competitive use.

https://github.com/user-attachments/assets/f6d9ed56-84bd-4f0a-b927-86399fec1619

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Competencies

Category	Skills & Tools
Technical & Tools	Python, Data Visualization, Private Scouting Tool - HBPrepper (Custom), VOD Review Software (OBS)
Strategic	Draft Preparation (Blue/Red side), Level 1 Pattern Recognition, Meta Adaptation, Jungle Pathing, Wave Management, Midgame Macro
Coaching	Weekly VOD Review Sessions, Scrim Analysis
Scouting	Deep opponent VOD Analysis ( tendencies, ward spots, pathing), Pattern Recognition, Enemy Team Habit Mapping

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Methodology

My workflow is structured to ensure that analysis results in action:

Scouting (The Enemy): I combine OP.GG frequency data with deep VOD review to map out specific player habits - i.e jungler’s clear speed/skipping camps, a support’s roam timing, or a top laner’s teleport usage.
Internal Review (Us): Weekly reviews focusing on “Why” we lost fights, not just “What” we lost. I emphasize champion mastery and mechanical synergy to ensure the team is playing to their individual strengths.
Collaboration: I work alongside the Head Coach, not in isolation, that way the direction of the team is unified. I provide the data and pattern recognition; they manage the player psychology. Together, we create a holistic environment for improvement.

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