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ML research engineering · evals · reinforcement learning · reproducible systems

_{Pokémon trainer by night. Research engineer by day. Open to roles where rigorous evaluation matters.}

Field Condition: Fire moves boosted 50%, Water moves weakened 50%.

Rotation Profile: Ultrasonic Night Raider Command Lead: Noivern

Primary Types: 🕊️FLYING 🐉DRAGON Ability: Frisk Nature: Timid Held Item: Heavy-Duty Boots EV Spread: 252 SpA / 4 SpD / 252 Spe Physical Specs: 1.5m · 85.0kg

HP:     [██████░░░░░░░░░░░░░░]  85
ATK:    [█████░░░░░░░░░░░░░░░] 70
DEF:    [██████░░░░░░░░░░░░░░] 80
SP.ATK: [███████░░░░░░░░░░░░░] 97
SP.DEF: [██████░░░░░░░░░░░░░░] 80
SPEED:  [█████████░░░░░░░░░░░] 123

• 🕊️ Roost · Status · Utility
• 🕊️ Defog · Status · Utility
• 🐉 Dragon Dance · Status · Utility
• 🕊️ Hurricane · Special · 110 BP

Coach's Analysis: Simulating matchup vs Balance (Threat: Heatran). Your Noivern outspeeds Heatran (Base 77). Strike first! Type matchup looks neutral or favorable. Press the advantage.

⚔️ Noivern · 🕊️FLYING / 🐉DRAGON

• Base Stat Total: 535
• Top Stat: Speed (123)
• Ability: Frisk
• Nature: Timid
• Held Item: Heavy-Duty Boots
• EV Spread: 252 SpA / 4 SpD / 252 Spe
• Signature Moves:
  • 🕊️ Roost · Status · Utility
  • 🕊️ Defog · Status · Utility
  • 🐉 Dragon Dance · Status · Utility
  • 🕊️ Hurricane · Special · 110 BP

⚔️ Rayquaza · 🐉DRAGON / 🕊️FLYING

• Base Stat Total: 680
• Top Stat: Attack (150)
• Ability: Air Lock
• Nature: Mild
• Held Item: Heavy-Duty Boots
• EV Spread: 252 HP / 252 SpA / 4 SpD
• Signature Moves:
  • 🕊️ Dragon Ascent · Physical · 120 BP
  • 🐉 Dragon Dance · Status · Utility
  • 🕊️ Defog · Status · Utility
  • 🕊️ Hurricane · Special · 110 BP

⚔️ Zeraora · ⚡ELECTRIC

• Base Stat Total: 600
• Top Stat: Speed (143)
• Ability: Volt Absorb
• Nature: Jolly
• Held Item: Life Orb
• EV Spread: 252 Atk / 4 Def / 252 Spe
• Signature Moves:
  • ⚡ Thunder Wave · Status · Utility
  • 🥊 Bulk Up · Status · Utility
  • 🔮 Calm Mind · Status · Utility
  • ⚪ Protect · Status · Utility

⚔️ Gengar · 👻GHOST / ☠️POISON

• Base Stat Total: 500
• Top Stat: Special-Attack (130)
• Ability: Cursed Body
• Nature: Timid
• Held Item: Life Orb
• EV Spread: 252 SpA / 4 SpD / 252 Spe
• Signature Moves:
  • ☠️ Toxic · Status · Utility
  • ☠️ Toxic Spikes · Status · Utility
  • 👻 Shadow Ball · Special · 80 BP
  • ☠️ Sludge Wave · Special · 95 BP

⚔️ Metagross · ⚙️STEEL / 🔮PSYCHIC

• Base Stat Total: 600
• Top Stat: Attack (135)
• Ability: Clear Body
• Nature: Adamant
• Held Item: Leftovers
• EV Spread: 252 HP / 252 Atk / 4 Def
• Signature Moves:
  • ⚙️ Bullet Punch · Physical · 40 BP
  • ⚪ Protect · Status · Utility
  • 🪨 Stealth Rock · Status · Utility
  • ⚪ Substitute · Status · Utility

⚔️ Decidueye · 🌿GRASS / 👻GHOST

• Base Stat Total: 530
• Top Stat: Attack (107)
• Ability: Overgrow
• Nature: Adamant
• Held Item: Leftovers
• EV Spread: 252 HP / 252 Atk / 4 Def
• Signature Moves:
  • 🌿 Synthesis · Status · Utility
  • 👻 Shadow Sneak · Physical · 40 BP
  • 🌙 Nasty Plot · Status · Utility
  • 🥊 Bulk Up · Status · Utility

• 🕊️ FLYING ×2
• 🐉 DRAGON ×2
• 👻 GHOST ×2
• ⚡ ELECTRIC ×1
• ☠️ POISON ×1
• ⚙️ STEEL ×1
• 🔮 PSYCHIC ×1
• 🌿 GRASS ×1

• 🧊 ICE threatens 5 team members
• 🌍 GROUND threatens 3 team members
• 👻 GHOST threatens 3 team members
• 🌙 DARK threatens 3 team members

• ⚡ ELECTRIC hits 2 team members
• 🪨 ROCK hits 2 team members
• 🐉 DRAGON hits 2 team members
• ✨ FAIRY hits 2 team members
• 🔥 FIRE hits 2 team members
• 🐛 BUG hits 2 team members

Adaptive cadence engaged.

⚔️ **Battle Start!** Trainer Ultrasonic Night Raider vs Rival Blue!
🔹 **Turn 1:** Noivern opens with **Hurricane**!
🔸 Rival's Garchomp survives on Focus Sash and uses **Swords Dance**!
🔹 **Turn 2:** Noivern answers with **a coverage move** for the KO!
🔸 Rival sends out Tapu Koko. Electric Terrain activates!
🔹 **Turn 3:** Noivern pivots to Rayquaza to reset the tempo!
🏆 **Result:** Rival forfeits! **Ultrasonic Night Raider Wins!**

Copy this to import your team into Pokémon Showdown:

Noivern @ Heavy-Duty Boots
Ability: Frisk
EVs: 252 SpA / 4 SpD / 252 Spe
Timid Nature
- Roost
- Defog
- Dragon Dance
- Hurricane

Rayquaza @ Heavy-Duty Boots
Ability: Air Lock
EVs: 252 HP / 252 SpA / 4 SpD
Mild Nature
- Dragon Ascent
- Dragon Dance
- Defog
- Hurricane

Zeraora @ Life Orb
Ability: Volt Absorb
EVs: 252 Atk / 4 Def / 252 Spe
Jolly Nature
- Thunder Wave
- Bulk Up
- Calm Mind
- Protect

Gengar @ Life Orb
Ability: Cursed Body
EVs: 252 SpA / 4 SpD / 252 Spe
Timid Nature
- Toxic
- Toxic Spikes
- Shadow Ball
- Sludge Wave

Metagross @ Leftovers
Ability: Clear Body
EVs: 252 HP / 252 Atk / 4 Def
Adamant Nature
- Bullet Punch
- Protect
- Stealth Rock
- Substitute

Decidueye @ Leftovers
Ability: Overgrow
EVs: 252 HP / 252 Atk / 4 Def
Adamant Nature
- Synthesis
- Shadow Sneak
- Nasty Plot
- Bulk Up

🎲 Encounter: Volcarona

• Rarity Signal: Wild Encounter
• Type Signal: 🐛BUG 🔥FIRE
• Height / Weight: 1.6m · 46.0kg
• Abilities: Flame Body, Swarm
• Pokédex Insight: When volcanic ash darkened the atmosphere, it is said that Volcarona’s fire provided a replacement for the sun.
• Encounter Telemetry: Routine scouting ping—deploy capture drones at your discretion.

Current Hunt: 44 Days Dry. Odds: 2.08

- **If it lands:** Coordinated assaults land clean, dropping Volcarona's stamina into the red immediately.
- **If it whiffs:** Overclock feedback rattles your squad, forcing a swap while Volcarona rallies.

- **If it lands:** Screens crystallise, letting you pace the fight and open a safe capture window.
- **If it whiffs:** Barrier harmonics misalign, giving Volcarona a free setup turn to escalate pressure.

- **If it lands:** Screens crystallise, letting you pace the fight and open a safe capture window.
- **If it whiffs:** Barrier harmonics misalign, giving Volcarona a free setup turn to escalate pressure.

- **If it lands:** Satellite intel locks patterns, letting you predict every counter-move perfectly.
- **If it whiffs:** A solar flare knocks the feed offline, leaving you momentarily exposed.

- **If it lands:** Satellite intel locks patterns, letting you predict every counter-move perfectly.
- **If it whiffs:** A solar flare knocks the feed offline, leaving you momentarily exposed.

- **If it lands:** Screens crystallise, letting you pace the fight and open a safe capture window.
- **If it whiffs:** Barrier harmonics misalign, giving Volcarona a free setup turn to escalate pressure.

Selected work outside this trainer card:

More experiments and side quests: github.com/Arudchayan.

The README is rebuilt daily by scripts/build_readme.py (GitHub Action: .github/workflows/update-readme.yml, midnight UTC + manual trigger). It picks a team from data/archetypes.json, fetches live stats from PokéAPI, renders it through README.template.md, and commits the result. Issues titled Challenge @... trigger .github/workflows/challenge.yml, which simulates a gym battle via scripts/process_challenge.py.

• GitHub: @Arudchayan
• Open to: research engineering, ML systems, evaluation, and reinforcement learning roles.
• Collaboration: Pairing on automation, data visualisation, evals, or Pokémon-themed storytelling.
• Status: Always happy to connect. Reach out via issues, discussions, or a pull request.

_{README last rebuilt on 2026-11-10 06:59 UTC. Next rotation triggers at midnight UTC.}