Total Neural Models
1,728
18 Pairs • 16 Timeframes • 6 Architectures
Completed Pipelines
1,728
100.0% Validation Success
Active Workers
0
Resource-Aware Dispatch
Cluster Health SLA
99.98%
10 CPU Cores • Real-Time Stream
Training Job Matrix Explorer
Showing 0 of 0 jobs
| Job ID | Pair | Timeframe | Model Architecture | Status | Test Loss (RMSE) | Artifact File Path | Action |
|---|---|---|---|---|---|---|---|
| Loading job matrix dataset... | |||||||
CPU Utilization
0%
RAM Usage
0 GB
GPU VRAM Isolation
CPU / Integrated
Execution Cores Allocation
Parallel execution pool active on 10 CPU Cores. All model training workers running with resource-aware workload balance.
Model Training State Storage
SQLite database: jobs.db tracking 2,400 total training jobs across 18 pairs & 16 timeframes.
Real-Time Market Graph: BTC/USDT
Live streaming candles for 18 trading pairs
Select Pair:
Timeframe:
Automated Continuous Backtesting Engine
INACTIVE
Automated loop re-evaluates all 1,824 models continuously.
Strategy Backtest Leaderboard Matrix
| Rank | Strategy / Job ID | Pair | Timeframe | Model | Net Profit ($) | Win Rate % | Sharpe Ratio | Max Drawdown % | Action |
|---|---|---|---|---|---|---|---|---|---|
| Loading backtest leaderboard... | |||||||||
LIVE PAPER TRADING ACTIVE: TOP 24 MODELS (TOP 1% BEST)
Running 24/7 real-time market tick inference across 24 top-ranked models (BTC, ETH, SOL, UNI, BNB, DOGE, AVAX, XRP and more).
Status: 24/24 Workers Active
Live Equity: $240,126.02
Realized PnL: +$126.02 (+0.22%)
Sync SLA: Active
Top Instant Profit Crypto (#1)
+$126.02
ETH_USDT (1h) • model_2_gru
Runner-Up Profit Crypto (#2)
+$135.08
LTC_USDT (3m) • model_3_tcn
Instant Portfolio PnL ($)
+$126.02
Mark-to-Market Realized + Unrealized
Active Profitable Workers
24 / 24 Active (75.0%)
Updated Live (1-Min Pulse Sync)
Real-Time Live Market Paper Trading Engine
Mark-To-Market Real-Time Equity Curve
LIVE FEED
Tick Frequency: 2000ms
Initial Capital
$240,000.00
Current Equity
$240,126.02
Session Peak
$240,185.40
Net Return
+0.22%
Sharpe Ratio
2.84
Max Drawdown
-0.08%
Active Strategy Pair
DOGE_USDT (4h)
model_4_transformer
Live Mark Price
$0.1026
Real-Time Market Stream
AI Signal Direction
SHORT
Score: -0.037060
Portfolio Total Equity
$9,998.22
Realized PnL: -$1.78 (-0.02%)
Moving Average Spread
Spread: +0.0000
Bollinger Bands Telemetry
%B: 0.50 | Bandwidth: 2.1%
Parabolic SAR Trend
Trend: Bullish
SAR Distance: +0.12%
Live Executed Fills & Orders Audit
| S.NO | Execution Date & Time (IST) | Crypto Pair | Side | Entry Price | Exit / Mark Price | Position Size | Realized PnL ($) | Return % | Outcome |
|---|---|---|---|---|---|---|---|---|---|
| Initializing live trade stream... | |||||||||
Top 24 Models (Top 1% Best Models): Live Parallel Trading Leaderboard
24 Workers Running
Real-time live market trading stream executing inference on all 24 top-ranked models (Top 1% Best)
| Rank | Strategy / Pair | Model Architecture | Backtest Sharpe | Win Rate | Live Price | Signal | Position | Realized PnL ($) | Status |
|---|---|---|---|---|---|---|---|---|---|
| Loading Top 24 parallel workers... | |||||||||
LIVE BACKGROUND PROCESS LOG STREAM (ADMIN CONSOLE)
Auto-Streaming (2s)[System Initialization] Connecting to live background process log stream...
Date:
Total Logs: 0
| Log ID | Timestamp | Level | Component | Action / Event Name | Detailed Event Log | Rows Processed | Storage Destination |
|---|---|---|---|---|---|---|---|
| Loading Google Cloud system logs... | |||||||
Google Cloud Logging & Data Storage Pipeline
GCP CLOUD CONNECTED
Project ID: flow-tester-quant-prod | Bucket: flow-tester-logs-storage | Cloud SQL: CONNECTED (34.132.233.162)
GCP Compute Instance
flow-tester-gpu-vm
IP: 34.132.233.162 | 8 Cores (100% Load)
GCS Cloud Storage
flow-tester-logs-storage
124 Migration Dumps | 1.42 GB Archived
Cloud SQL Database
PostgreSQL 15 (ACTIVE)
Pool: 12 Active Connections | < 1ms Latency
Real-Time Ingestion
1,824 logs / min
Auto 30-Day Purge Policy Enabled
GCS Storage Bucket Archive Dumps
GCS Console
| Filename / Dump | Last Sync | Size | Status |
|---|---|---|---|
| dynamodb_gcs_migration_dump.json | 2026-10-05 15:44 | 42.8 MB | GCS SYNCED |
| paper_trading_fills_audit.json | 2026-10-05 14:12 | 18.4 MB | GCS SYNCED |
| model_training_jobs_snapshot.json | 2026-10-05 12:00 | 128.1 MB | GCS SYNCED |
GCP Infrastructure Service Health
Google Cloud Logging API
Logging v2 Endpoints Active
Google Cloud Storage API
Bucket gs://flow-tester-logs-storage
Cloud SQL PostgreSQL Auth Proxy
Target IP 34.132.233.162
LIVE STREAMING
| # Visit ID | Timestamp (IST) | Client IP Address | HTTP Method & Path | Status | Latency | Device User-Agent |
|---|---|---|---|---|---|---|
| Loading live user visit activity... | ||||||
AWS (Amazon Web Services) Node Cluster
EC2 Compute Instances & S3 Model Dataset Storage
| Instance ID / Name | Instance Type | vCPUs / RAM | Region / Zone | Target Role | Status |
|---|---|---|---|---|---|
| aws-c5-9xlarge-node-1 | c5.9xlarge | 36 vCPUs / 72 GB RAM | us-east-1a | High-Throughput Parallel Backtesting | CONFIGURED |
| aws-c7i-16xlarge-node-2 | c7i.16xlarge | 64 vCPUs / 128 GB RAM | us-east-1b | 2,400 Model Parallel Matrix Trainer | CONFIGURED |
| aws-g5-12xlarge-gpu | g5.12xlarge | 4x NVIDIA A10G (96GB VRAM) | us-west-2a | CUDA Parallel Neural Training | STANDBY |
Azure (Microsoft Azure) Infrastructure
Azure VM Scale Sets & Blob Storage Sync
| VM Name | Size | Cores / Memory | Azure Region | Workload | Status |
|---|---|---|---|---|---|
| azure-standard-d64s-v5 | Standard_D64s_v5 | 64 vCPUs / 256 GB RAM | East US 2 | Continuous Time-Series Optimization | READY |
| azure-nc24ads-a100-v4 | Standard_NC24ads_A100_v4 | 1x NVIDIA A100 (80GB) | East US | Deep LSTM & Transformer Training | STANDBY |
GCP (Google Cloud Platform) Primary Cluster
Project: ai-trading-bot-510107 | Web Dashboard & GCS Datasets
| Instance Name | Zone | Machine Type | IP Address | Service Role | Status |
|---|---|---|---|---|---|
| gcp-web-dashboard | us-central1-a | e2-medium | 35.238.154.79 | Web Dashboard & Master API Server | RUNNING |
| instance-training-gpu | us-central1-c | g2-standard-16 (NVIDIA L4) | Internal IAP | 2,400 Neural Model CUDA Pipeline | SCHEDULED (09:00 AM) |
| gcp-heavy-backtesting-node | us-central1-a | e2-standard-4 | 136.114.149.215 | 100% CPU Parallel Backtest Node | RUNNING |
| gcp-paper-trading-daemon | us-central1-a | e2-medium | 34.66.238.80 | Top 24 Models Live Trading Daemon | RUNNING |
OCI (Oracle Cloud Infrastructure) Cluster
Oracle Autonomous Database & Ampere A1 Compute Nodes
| Compute Shape | OCPUs / Memory | OCI Region | Workload Description | Status |
|---|---|---|---|---|
| VM.Standard.A1.Flex | 16 OCPUs / 64 GB RAM | us-ashburn-1 | ARM64 Parallel Feature Extraction | ONLINE |
| BM.GPU4.8 | 8x NVIDIA A100 (640GB VRAM) | us-phoenix-1 | Large-Scale Neural Hyperparameter Tuning | STANDBY |