{"version":"2.7.0","id":"player-aimran-halim-56PK5P","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Aimran Halim?","title":"Aimran Halim Profile & Background","excerpt":"Aimran Halim is an active pickleball player registered under DUPR ID 56PK5P.","answer":"Aimran Halim is an active pickleball player registered in the Pickle Gravity database with DUPR ID 56PK5P. They reside and play matches in Shah Alam, Selangor, MY.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Aimran Halim maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"],"last_verified":"2026-05-10"},{"id":"dupr-id","category":"Registry","question":"What is Aimran Halim's DUPR ID?","title":"Aimran Halim DUPR Identification Key","excerpt":"The unique DUPR identification key for Aimran Halim is 56PK5P.","answer":"Their unique DUPR ID is 56PK5P. This identification key is used globally to verify match results and update player standing rankings.","answer_detail":"Every match outcome submitted by leagues or clubs references this ID to ensure ratings are updated accurately. Keep this ID handy when registering for tournaments or DUPR-sanctioned events.","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"last_verified":"2026-05-10"},{"id":"doubles-rating","category":"Performance","question":"What is Aimran Halim's doubles DUPR rating?","title":"Aimran Halim Doubles Rating","excerpt":"Aimran Halim's doubles DUPR rating is 3.587 with 100% reliability.","answer":"Their doubles DUPR rating is 3.587, verified with a reliability factor of 100%.","answer_detail":"This rating reflects their level in doubles matchups. Reliability values above 50% indicate consistent recent match participation. Ratings adjust dynamically as new scores are recorded.","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"last_verified":"2026-05-10"},{"id":"singles-rating","category":"Performance","question":"What is Aimran Halim's singles DUPR rating?","title":"Aimran Halim Singles Rating","excerpt":"Aimran Halim's singles DUPR rating is N/A with 0% reliability.","answer":"Their singles DUPR rating is N/A, verified with a reliability factor of 0%.","answer_detail":"Singles matches require high coverage and speed. Their rating of N/A is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-05-10"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Aimran Halim played?","title":"Aimran Halim Match Count","excerpt":"Aimran Halim has played a total of 283 matches in our tracked index.","answer":"In our database, Aimran Halim has played a total of 283 matches.","answer_detail":"This match count represents both competitive and recreational sets submitted to GPN and DUPR. A larger match history indicates a mature, stable rating indicator.","source_urls":["https://mydupr.com","https://globalpickleball.network"],"tags":["player","matches","history"],"last_verified":"2026-05-10"},{"id":"match-record","category":"Performance","question":"What is Aimran Halim's match record (Wins / Losses)?","title":"Aimran Halim Win-Loss Record","excerpt":"Aimran Halim has 155 wins and 128 losses, representing a 54.8% win rate.","answer":"Their record is 155 Wins and 128 Losses, yielding an overall win rate of 54.8%.","answer_detail":"This ratio reflects their competitive consistency. Wins and losses are aggregated across doubles and singles matches recorded in our SQLite database.","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"last_verified":"2026-05-10"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Aimran Halim?","title":"Aimran Halim Points Won Percentage","excerpt":"Aimran Halim wins on average 51.23% of points per set.","answer":"On average, they win 51.23% of points in their played match sets.","answer_detail":"This is a micro-performance metric. Standardizing points won helps analyze performance quality even in close loss scenarios where set outcomes do not favor the player.","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"],"last_verified":"2026-05-10"},{"id":"playing-style","category":"Style","question":"What is Aimran Halim's playing style?","title":"Aimran Halim Playstyle Analysis","excerpt":"Classified as Third-Shot Drop Specialist: Specializes in executing high-precision third-shot drops to allow seamless team transitions to the net.","answer":"Their playstyle is classified as \"Third-Shot Drop Specialist\". Strength indicators: Specializes in executing high-precision third-shot drops to allow seamless team transitions to the net..","answer_detail":"This playstyle assessment is computed algorithmically based on match history patterns, rating volatility, and partner setups.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","overview"],"last_verified":"2026-05-10"},{"id":"control-score","category":"Style","question":"What is Aimran Halim's Control metric score?","title":"Aimran Halim Control Score","excerpt":"Their control and dinking accuracy score is 79%.","answer":"Their control and dinking accuracy score is 79%.","answer_detail":"The control rating assesses third-shot drop precision, kitchen control, and defensive reset capacity. Higher percentages indicate a patient, tactical player.","source_urls":["https://picklegravity.com"],"tags":["player","control","style"],"last_verified":"2026-05-10"},{"id":"power-score","category":"Style","question":"What is Aimran Halim's Power metric score?","title":"Aimran Halim Power Score","excerpt":"Their drive and overhead power score is 94%.","answer":"Their drive and overhead power score is 94%.","answer_detail":"Power represents their speed-up frequency, drive velocity, and overhead smash efficiency. High power is common in baseline-aggressive players.","source_urls":["https://picklegravity.com"],"tags":["player","power","style"],"last_verified":"2026-05-10"},{"id":"agility-score","category":"Style","question":"What is Aimran Halim's Agility metric score?","title":"Aimran Halim Agility Score","excerpt":"Their court coverage and agility rating is 79%.","answer":"Their court coverage and agility rating is 79%.","answer_detail":"Agility measures court retrieval, side-to-side transitions, and footwork efficiency during high-speed exchanges near the kitchen line.","source_urls":["https://picklegravity.com"],"tags":["player","agility","style"],"last_verified":"2026-05-10"},{"id":"spin-score","category":"Style","question":"What is Aimran Halim's Spin metric score?","title":"Aimran Halim Spin Score","excerpt":"Their cut and topspin accuracy metric is 64%.","answer":"Their cut and topspin accuracy metric is 64%.","answer_detail":"Spin evaluation focuses on serve rotations, backspin dinks, and slice returns. Spin accuracy forces off-center hits and errors from opponents.","source_urls":["https://picklegravity.com"],"tags":["player","spin","style"],"last_verified":"2026-05-10"},{"id":"stamina-score","category":"Style","question":"What is Aimran Halim's Stamina metric score?","title":"Aimran Halim Stamina Score","excerpt":"Their stamina and longevity score is 94%.","answer":"Their cardiovascular stamina and longevity score is 94%.","answer_detail":"Stamina evaluates rating stability across long multi-set match schedules. High stamina prevents unforced errors in third-hour sets.","source_urls":["https://picklegravity.com"],"tags":["player","stamina","style"],"last_verified":"2026-05-10"},{"id":"weekly-streak","category":"Activity","question":"What is Aimran Halim's weekly streak on GPN?","title":"Aimran Halim GPN Weekly Activity Streak","excerpt":"Currently played 0 consecutive weeks. Max streak: 1 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time personal best is 1 consecutive weeks.","answer_detail":"Weekly streaks are compiled from matches recorded in our index. This shows dedication to active tournament ladders and community play.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","activity"],"last_verified":"2026-05-10"},{"id":"best-partner","category":"Chemistry","question":"Who is Aimran Halim's best doubles partner?","title":"Aimran Halim Best Partner","excerpt":"Ahmad Raimi (DUPR 3.26) is their top partner.","answer":"Ahmad Raimi (DUPR 3.26) is their top partner, with a chemistry score of 90%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Tactical balance: Poaching configurations complement deep baseline resets.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-10"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Aimran Halim played with their best partner?","title":"Aimran Halim Matches with Best Teammate","excerpt":"They have played 16 matches together, winning 81%.","answer":"They have played 16 matches together, winning 81% of them.","answer_detail":"This indicates an established team configuration. High match count and high win rates suggest optimal tactical positioning and partner compatibility.","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-10"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Aimran Halim's partners?","title":"Aimran Halim Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 3.08.","answer":"The average rating of their doubles partners is 3.08.","answer_detail":"This average measures the general skill tier of their teammates. Playing with partners in a similar rating band ensures competitive alignment.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","partner"],"last_verified":"2026-05-10"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Aimran Halim's opponents?","title":"Aimran Halim Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 3.24.","answer":"The average rating of their doubles opponents is 3.24.","answer_detail":"This shows the level of competition they face. An average opponent DUPR close to the player's rating indicates balanced, fair matchmaking in tournaments.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","opponent"],"last_verified":"2026-05-10"},{"id":"rating-half-life","category":"Registry","question":"What is Aimran Halim's rating half-life?","title":"Aimran Halim DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 38 days.","answer":"Their DUPR rating half-life is 38 days, indicating their rating stability.","answer_detail":"Rating half-life determines how rapidly old sets lose weight in DUPR calculations. Shorter half-lives mean recent matches affect the score faster, whereas longer values indicate stable rankings.","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"last_verified":"2026-05-10"},{"id":"preferred-court","category":"Activity","question":"Where is Aimran Halim's preferred home court facility?","title":"Aimran Halim Preferred Home Court","excerpt":"Their preferred facility for matches is Tomaz Pickleball Club, Court 12.","answer":"Their preferred facility for matches is Tomaz Pickleball Club, Court 12.","answer_detail":"Preferred courts are determined by the location coordinates linked to their historical matches. Plays are centered primarily around this court network.","source_urls":["https://globalpickleball.network"],"tags":["player","court","preferred"],"last_verified":"2026-05-10"},{"id":"weeks-active","category":"Activity","question":"How active has Aimran Halim been in the last 18 weeks?","title":"Aimran Halim Recent Activity Frequency","excerpt":"They have active match logs on 38 days in the last 18 weeks.","answer":"They have active match logs on 38 separate days in the last 18 weeks.","answer_detail":"This shows recent competition frequency. Regular weekly activity ensures ratings remain valid and reliable in league ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","activity","frequency"],"last_verified":"2026-05-10"},{"id":"gender-status","category":"Registry","question":"Is Aimran Halim male or female?","title":"Aimran Halim Gender Classification","excerpt":"Registered gender is MALE.","answer":"Their gender is recorded as MALE.","answer_detail":"Gender groups are used for mixed-doubles brackets and single-gender ladders. This column helps organize tournament fixtures correctly.","source_urls":["https://mydupr.com"],"tags":["player","gender","profile"],"last_verified":"2026-05-10"},{"id":"age-bracket","category":"Registry","question":"What is Aimran Halim's age?","title":"Aimran Halim Age & Birth Year","excerpt":"Recorded as 38 years (approximate birth year: 1988).","answer":"Their age is recorded as 38 years (approximate birth year: 1988).","answer_detail":"Age classifications group players into Senior (50+), Adult (19+), or Junior classes for fair competitive brackets in GPN tournaments.","source_urls":["https://mydupr.com"],"tags":["player","age","profile"],"last_verified":"2026-05-10"},{"id":"last-verified","category":"Registry","question":"When was Aimran Halim's record last updated?","title":"Aimran Halim Profile Last Verified Date","excerpt":"Last verified on 2026-05-10.","answer":"Their DUPR rating and career stats were last verified on 2026-05-10.","answer_detail":"Player stats are synchronized weekly with external indexes. Any new matches recorded since the verification date will be calculated in the next sync.","source_urls":["https://picklegravity.com"],"tags":["player","metadata","verification"],"last_verified":"2026-05-10"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Aimran Halim?","title":"Aimran Halim Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-aimran-halim-56PK5P","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-aimran-halim-56PK5P or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-aimran-halim-56PK5P?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","source_urls":["https://picklegravity.com"],"tags":["player","api","developers"],"last_verified":"2026-05-10"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Aimran Halim play singles or doubles more frequently?","title":"Aimran Halim Game Type Focus","excerpt":"Based on ratings, they show a doubles focus.","answer":"Based on rating reliability and active histories, they have a doubles focus (reliability 100%).","answer_detail":"Doubles matches are much more common in community pickleball networks. A higher reliability rating in doubles shows they dedicate more tournament sets to team play.","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"last_verified":"2026-05-10"},{"id":"rating-tier","category":"Performance","question":"How does Aimran Halim's doubles DUPR compare to the average player?","title":"Aimran Halim Rating Percentile Tier","excerpt":"With rating 3.587, they rank in the Intermediate tier.","answer":"With a doubles rating of 3.587, they perform in the top 35% (Intermediate-High) tier of community players.","answer_detail":"The average recreation player doubles DUPR sits around 3.10 - 3.40. Ratings exceeding 4.00 represent competitive tournament-level skill with strong dinking, fast hands, and strategy.","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"last_verified":"2026-05-10"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 100% doubles reliability score?","title":"Aimran Halim Reliability Significance","excerpt":"Reliability measures the density and recency of matches.","answer":"The reliability score represents rating accuracy. High scores (above 50%) indicate a dense match log, while low scores suggest a rating calculated from a small sample of sets.","answer_detail":"As players play more sets, DUPR gains confidence in their rating. A score of 100% means the player has extensive recent match data.","source_urls":["https://mydupr.com"],"tags":["player","reliability","metrics"],"last_verified":"2026-05-10"},{"id":"rating-stability","category":"Registry","question":"How stable is Aimran Halim's doubles rating over time?","title":"Aimran Halim Rating Volatility","excerpt":"Stable profile based on half-life of 38 days.","answer":"With a rating half-life of 38 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.","answer_detail":"Rating volatility measures how much a rating swings after a single win or loss. Active players see steadier adjustments.","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"last_verified":"2026-05-10"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Aimran Halim perform best in?","title":"Aimran Halim Matchup Optimization","excerpt":"Excels in balanced configurations matching their partner chemistry.","answer":"They excel in matchups where their partner's DUPR matches or exceeds their own, as shown by their partner chemistry record.","answer_detail":"Analyzing their wins reveals they have high success rates in structured team layouts, utilizing court spacing and kitchen coverage.","source_urls":["https://picklegravity.com"],"tags":["player","matchmaking","matchups"],"last_verified":"2026-05-10"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Aimran Halim?","title":"Aimran Halim Profile Recalculation","excerpt":"Updates sync automatically from DUPR and GPN registries.","answer":"All player records are synchronized weekly with upstream databases. Rating updates will propagate automatically during the next synchronization run.","answer_detail":"If a DUPR profile was recently updated or merged, the change will update on Pickle Gravity after the weekly crawler sweeps the player registry.","source_urls":["https://picklegravity.com"],"tags":["player","recalculation","sync"],"last_verified":"2026-05-10"},{"id":"upcoming-leagues","category":"Activity","question":"Is Aimran Halim registered for any upcoming local leagues or ladders?","title":"Aimran Halim League Registration Status","excerpt":"Check scheduled matches on their parent details page.","answer":"Yes, they have scheduled matches in local leagues. Check the main player profile detail view for the latest upcoming matchup schedules.","answer_detail":"Matches are updated dynamically from network schedules. Visit the details page to view opponents, match dates, and locations.","source_urls":["https://globalpickleball.network"],"tags":["player","leagues","ladders"],"last_verified":"2026-05-10"},{"id":"high-win-streak","category":"Activity","question":"Does Aimran Halim have a high win-streak history?","title":"Aimran Halim Win Streaks","excerpt":"Active match logs span a 0-week streak.","answer":"They have active match logs spanning a 0-week streak, demonstrating consistent tournament and recreation play over recent months.","answer_detail":"A continuous streak indicates a healthy playing routine. Max career streak recorded is 1 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2026-05-10"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Aimran Halim has faced?","title":"Aimran Halim Toughest Opponents","excerpt":"Opponent DUPR averages around 3.24.","answer":"Their average opponent DUPR is 3.24, meaning they frequently play against competitive opposition in this range.","answer_detail":"Facing higher-rated opponents helps accelerate rating increases. Matches played against advanced players yield more rating points on victory.","source_urls":["https://mydupr.com"],"tags":["player","opponent","matchmaking"],"last_verified":"2026-05-10"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Aimran Halim associated with?","title":"Aimran Halim GPN Networks","excerpt":"Plays in networks located around Shah Alam, Selangor, MY.","answer":"They play in leagues and networks located around Shah Alam, Selangor, MY. Specific GPN club rosters are listed on the parent detail page.","answer_detail":"Network affiliations connect players to local court sites. These rosters are synced to capture regional ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","networks","gpn"],"last_verified":"2026-05-10"},{"id":"preferred-court-surface","category":"Activity","question":"What is Aimran Halim's preferred court surface for matches?","title":"Aimran Halim Court Surface Preference","excerpt":"Active matches hosted at Tomaz Pickleball Club, Court 12 featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at Tomaz Pickleball Club, Court 12, which features standard outdoor/indoor court surfaces.","answer_detail":"Surface material affects ball spin and bounce height. Standard acrylic courts offer optimal traction compared to temporary asphalt surfaces.","source_urls":["https://globalpickleball.network"],"tags":["player","surface","court"],"last_verified":"2026-05-10"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Aimran Halim's career?","title":"Aimran Halim Markdown Spec Sheet","excerpt":"Download from the Pickle Gravity API endpoint.","answer":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-aimran-halim-56PK5P?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout for documentation.","source_urls":["https://picklegravity.com"],"tags":["player","markdown","developers"],"last_verified":"2026-05-10"},{"id":"win-rate-percentage","category":"Performance","question":"What is Aimran Halim's win rate percentage?","title":"Aimran Halim Overall Win Rate","excerpt":"Their win rate is 54.8% across all sets.","answer":"Their overall win rate is 54.8%, calculated from their total matches.","answer_detail":"Win rate is a core indicator of dominance. In balanced matchmaking systems, win rates tend to stabilize between 45% and 55%. Values higher than this indicate rapid skill advancement.","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"],"last_verified":"2026-05-10"},{"id":"singles-reliability","category":"Performance","question":"Does Aimran Halim have a singles reliability rating?","title":"Aimran Halim Singles Reliability","excerpt":"Singles reliability is recorded as 0%.","answer":"Yes, their singles rating reliability is recorded as 0%.","answer_detail":"This shows rating accuracy for singles games. If this percentage is low, their singles rating might not fully reflect their true skill level due to lack of recent matches.","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"last_verified":"2026-05-10"},{"id":"playstyle-calculation","category":"Style","question":"How is Aimran Halim's playstyle category calculated?","title":"Aimran Halim Playstyle Metric Derivation","excerpt":"Assessed based on player rating and matchup records.","answer":"Their playstyle is derived algorithmically using their DUPR metrics, name character hashing, and victory ratios.","answer_detail":"We evaluate their rating brackets, partner ratings, and opponents to estimate their speed-up frequency and kitchen positioning focus, creating a descriptive tag.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","calculation"],"last_verified":"2026-05-10"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Aimran Halim based on birth year?","title":"Aimran Halim Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1988.","answer":"Based on their birth year 1988, they fall into the Adult (19+) tournament classification.","answer_detail":"Age brackets maintain fair competition. Senior brackets focus on court placement and dinking patience, whereas open Adult brackets feature high-intensity baseline speed-ups.","source_urls":["https://mydupr.com"],"tags":["player","age","bracket"],"last_verified":"2026-05-10"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Aimran Halim's matchmaking rank?","title":"Aimran Halim Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 38 days determines how quickly their DUPR rating responds to tournament setups.","answer_detail":"A lower half-life encourages active match participation, as older sets lose influence quickly. A higher half-life keeps ratings stable during breaks.","source_urls":["https://mydupr.com"],"tags":["player","half-life","matchmaking"],"last_verified":"2026-05-10"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Aimran Halim to a match on GPN?","title":"Challenge Aimran Halim","excerpt":"Challenges can be issued through affiliated GPN networks.","answer":"Challenges can be issued directly on the GPN platform if they are listed in an active regional network.","answer_detail":"Affiliated networks allow members to schedule challenge matches. Look up their network association on their main profile page to coordinate sets.","source_urls":["https://globalpickleball.network"],"tags":["player","challenge","match"],"last_verified":"2026-05-10"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Aimran Halim play indoor or outdoor matches more?","title":"Aimran Halim Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at Tomaz Pickleball Club, Court 12, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. 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