LP
Linh Pham T2
Live MTD return
+4.27%
▲ 1.12% vs benchmark VNI
Production signals
42
+3 mới tuần này · 12 staging
Backtest runs (7d)
128
▲ 23% so với tuần trước
Data QC pass rate
99.2%
▼ 0.6% · 2 outlier alerts
Portfolio equity curve
Live vs backtested expectation · 12M rolling
Backtest Live
Alerts & flags
Cần chú ý hôm nay
Xem tất cả →
!
ALERT · Bulk signal download phát hiện ở user tnguyen@ (T1)
14:23 · 47 reads trong 8 phút · pattern lệch chuẩn
FLAG · Source disagreement · VHM close 14/05
VND ₫81,200 · Bloomberg ₫81,400 — chờ review
FLAG · Outlier · BTC funding rate Bybit
+0.18% / 8h · vượt 3σ threshold
i
INFO · Off-hours signal read · hduc@
02:14 sáng · mom_12_1@v3 · ghi log audit
Team activity
Real-time feed · last 4 hours
CN
Cuong Nguyen ran backtest vn30_momentum_carry → Sharpe 1.84
run_id btr_8a3f9e · 12 phút trước
HD
Huy Duc registered signal crypto_funding_skew@v1
staging · pending T2 peer review · 34 phút trước
EH
Eric Ho completed interview · model VNI Trend Follower
documentation 100% · ready to migrate to library · 1 giờ trước
TM
Thao Mai published dataset version vn_equity_daily@2026-05-15
2.3M rows · checksum verified · 2 giờ trước
LP
Linh Pham exported tear sheet · vn30_momentum_v4.pdf
watermarked · logged · 3 giờ trước
Phase 1 milestone tracker
P1 → P2 → P3 + P2.5 backfill
Month 5/6
P1 · Unified Data LayerDone
Acceptance criteria: ✓ point-in-time · ✓ 2+ crypto exchanges · ✓ QC dashboard · ✓ no ad-hoc CSV
P2 · Canonical BacktesterDone
Migrated strategy ✓ within Sharpe ±0.1 · byte-identical re-runs verified
P3 · Signal LibraryIn progress
42/57 live signals registered · T1/T2 boundary verified · wiki migration 60%
P2.5 · DocumentationIn progress
Live: 14/14 · Paused: 8/10 · Retired: 6/9 (memory faded)
Datasets
23
VN: 14 · Crypto: 7 · Cross: 2
Storage
1.84 TB
+12 GB hôm nay
Queries (24h)
3,841
▲ 18% · 12 users active
QC failures (7d)
4
2 outlier · 1 schema · 1 missing
QC dashboard · 7 days
healthy
Datasets catalog
Truy cập read-only qua Python client · viết qua pipeline service accounts
DatasetMarketSourceLast updateVersionStatus
vn_equity_dailyVNVND, Bloomberg2026-05-15 06:12v3healthy
vn30_membershipVNHOSE2026-05-15 06:14v2healthy
vn_corp_actionsVNVSD, FiinPro2026-05-15 06:18v4healthy
vn_foreign_roomVNHOSE2026-05-15 06:20v1healthy
crypto_spot_1mCryptoBinance, OKX, Bybit2026-05-15 14:25v2healthy
crypto_funding_8hCryptoBinance, OKX, Bybit2026-05-15 14:00v11 outlier
vn_fundamentals_qVNFiinPro2026-05-13 06:30v2healthy
ref_calendarCrossInternal2026-05-15 00:00v5healthy
quant_data · Python client preview
v1.4.2
# Single Python client — no file paths, no CSV downloads
from quant_data import Client

# Identity injected from SSO session; queries logged with user.
client = Client(env="prod")

# Point-in-time query — VN30 universe as it was known on 2024-03-15.
# No survivorship bias, no look-ahead bias.
universe = client.vn30_membership(
    as_of="2024-03-15",
    include_corp_actions=True,
)

bars = client.equity_bars(
    symbols=universe,
    start="2020-01-01",
    end="2024-03-15",
    fields=["open", "high", "low", "close", "volume", "foreign_room"],
    adjust="split_div",        # corporate actions applied automatically
    snapshot_id="snap_2024Q1_v3",  # pinned snapshot — reproducible
)

# Crypto — same client, market-specific schema
btc = client.crypto_bars(
    symbol="BTC-USDT-PERP",
    venues=["binance", "okx", "bybit"],
    interval="1m",
    include_funding=True,
)

# run_id of any downstream computation embeds: code SHA + snapshot_id
# → byte-identical results on re-run, today or 6 months from now.
Source reconciliation log
Today · 14 divergences resolved · 1 pending review
SymbolFieldSource ASource BCanonicalRule
VHMclose81,20081,400pendingmanual
FPTclose142,500142,500142,500match
VCBvolume1.24M1.26M1.24Mprefer A
MSBforeign_room23.4%23.4%A only
BTCfunding_8h0.012%0.013%0.0125%avg
VICopen93,80093,90093,800prefer A
SABdiv3,5003,5003,500match
ETHclose2841.22841.52841.35avg
vn30_momentum_carry.spec.yaml
schema v2
name: vn30_momentum_carry
version: v4.2
market: vn_equity
universe:
  filter: vn30_constituents
  as_of_rule: point_in_time   # anti-survivorship
  min_adv_20d: 5_000_000_000     # VND, capacity floor

signals:
  - ref: mom_12_1@v3          # from signal library, pinned
    weight: 0.6
  - ref: carry_div_yld@v2
    weight: 0.4

entry:
  rule: composite_rank_top_decile
  rebalance: monthly_first_session

exit:
  rule: rank_drop_below_3rd_decile
  stop_loss: -0.08

sizing:
  method: equal_weight
  max_positions: 15
  respect_foreign_room: true

cost_model:
  brokerage_bps: 15
  tax_sell_bps: 10
  slippage_bps: 8
  respect_ceiling_floor: true

capital: 50_000_000_000          # 50B VND target AUM
data_snapshot: snap_2026Q2_v1
Recent runs
Mỗi run_id resolve về code SHA + spec + snapshot
Run IDStrategySharpeMaxDDStatus
btr_8a3f9evn30_momentum_carry@v4.21.84-12.3%done
btr_8a2d11crypto_funding_arb@v22.12-8.1%done
btr_8a1c87vni_trend_follow@v51.41-15.7%done
btr_8a0f44vn30_lowvol@v10.92-9.4%capacity warn
btr_8a0a2cbtc_eth_pairs@v31.67-11.2%done
btr_89f8e1vn30_momentum_carry@v4.11.79-13.0%done
Cost drag breakdown
vn30_momentum_carry@v4.2
Standardized tear sheet · vn30_momentum_carry@v4.2
run_id btr_8a3f9e · snapshot snap_2026Q2_v1 · code a3f9e2b
watermarked: linh.pham@
Sharpe
1.84
vs original 1.82 ✓
Sortino
2.41
vs original 2.38
CAGR
22.4%
vs original 22.1% ✓
Max DD
-12.3%
2 events > 8%
DD duration
87 days
2022 bear regime
Hit rate
58.3%
412/707 trades
Profit factor
1.92
winners 1.7× losers
Volatility
14.8%
annualized
Backtest equity curve
2020-01 → 2026-05
Drawdown
Factor exposures
Regime decomposition
Tail risk
VaR 95%
-2.1%
daily
CVaR 95%
-3.4%
expected shortfall
Skew
-0.42
left-tail bias
Kurtosis
5.8
fat tails
Walk-forward (4 folds)
Parameter sensitivity
Sharpe heatmap
lookback →← top-decile threshold
Operational
Annualized turnover
312%
3.1× portfolio / năm
Avg holding period
38 days
Capacity estimate
~ ₫180B
5% ADV constraint
Total cost drag
-2.4%/yr
market: all ▾ family: all ▾ status: production ▾ author: all ▾
Signal catalog
42 production · 12 staging · 8 retired · viewer tier T2
SignalFamilyAuthorDecayVersionStatus
mom_12_1momentumL. Pham9wv3production
carry_div_yldcarryC. Tran26wv2production
lowvol_60dvolH. Duc14wv1production
xs_reversion_5dreversionL. Pham3wv4production
crypto_funding_skewcarryH. Duc2wv1staging
vni_trend_matrendE. Ho8wv5production
foreign_net_buyflowT. Mai6wv2production
btc_eth_rspairsC. Tran4wv3production
pead_surprisefundamentalL. Pham11wv2production
quality_roequalityv3retired
Tier visibility preview
Cùng signal, 2 góc nhìn
As T1 (Junior) name + high-level only
mom_12_1
Cross-sectional momentum signal. Used in 3 production strategies you have access to.
🔒 Source code, formula, full library enumeration restricted to T2+
As T2 (Senior — you) full source visible
mom_12_1@v3
production
Author: L. Pham · Created 2024-08-12 · Decay 9w
def mom_12_1(prices, as_of):
    r12 = prices.window(252).return_()
    r1  = prices.window(21).return_()
    return r12 - r1   # skip last month
deps: equity_bars used by: 3 prod
Signal correlation matrix
Pearson · 1Y rolling · production signals only
Lineage · mom_12_1@v3
Where is this signal consumed?
📊 mom_12_1@v3 (this signal)
├── 🟢 vn30_momentum_carry@v4.2 · production · ₫50B AUM
│ └── 📡 Telegram: VNI Trading Bot
├── 🟢 vn30_quad_factor@v2 · production · ₫30B AUM
│ └── 📡 Telegram: VN30 Futures Bot
├── 🟡 vn30_momentum_v5 · staging · pending peer review
├── 🔬 research/L.Pham/notebook_2026Q1
└── 🔬 research/H.Duc/notebook_decay_study
⚠ Same code path guarantee: tín hiệu fire trong Telegram là cùng một function chạy lúc backtest. Đây là property kiến trúc quan trọng nhất của library.
Live models
14/14
100% complete
Paused models
8/10
2 đang phỏng vấn
Retired models
6/9
memory faded
Interview queue
Next 5 sessions
Crypto Funding Arb
retired · today
C. Tran ↔ Eric Ho · 60 min · 14:00
VN Quality Factor
paused · tomorrow
L. Pham ↔ C. (Head of Research) · 90 min
VNI Vol Surface
paused · Mon
H. Duc ↔ Eric Ho · 60 min
VN Pairs Arb 2023
retired · Tue
T. Mai ↔ C. · 90 min · memory difficult
BTC Trend MA
live · Wed
E. Ho ↔ Eric Ho · update interview · 45 min
Documentation pages
Notion-style · tier T1 chỉ thấy tên + description, T2+ thấy đầy đủ
Model
Author
Status
Completion
Updated
📄 VN30 Momentum Carry
L. Pham
live
2d ago
📄 VNI Trend Follower
E. Ho
live
1h ago
📄 Foreign Net Buy
T. Mai
live
5d ago
📄 BTC-ETH Pairs
C. Tran
live
3d ago
📄 PEAD Surprise Drift
L. Pham
live
1w ago
📄 Crypto Funding Skew
H. Duc
staging
today
📄 VN Quality Factor
L. Pham
paused
tomorrow
📄 VNI Vol Surface
H. Duc
paused
Mon
📄 Crypto Funding Arb
C. Tran
retired
today
📄 VN Pairs Arb 2023
T. Mai
retired
Tue
📡
Provenance-tagged signals
Mỗi signal kèm strategy_id, signal version, data snapshot, run_id — có thể trace ngược về backtest tương ứng.
P4 · Phase 2
🚀
Mô hình VN30 FUTURES Nắm giữ (LONG)
Tỷ lệ thắng: 60.87% · cập nhật 2026-05-11 15:00
⚡ 2x
Vào lệnh: 2026-05-06 @ 2053.4
Đóng cửa: 2026-05-11 @ 2039.0
P&L: 💰 -0.7%
strategyvn30_futures_long@v4.2 signalmom_12_1@v3 snapshotsnap_2026Q2_v1 runbtr_8a3f9e
🚀
DANH MỤC VN100 NẮM GIỮ
10 positions · rebalance monthly · cập nhật 2026-05-15 09:00
⚡ 1.5x
MSB 18% · +8.43%
VJC 18% · -5.85%
VIC 18% · +15.19%
VPI 18% · -3.99%
VHM 18% · +30.30%
STB 18% · +5.62%
HPG 10.5% · -5.43%
LPB 10.5% · +11.51%
HDB 10.5% · +1.13%
HCM 10.5% · +0.92%
Tổng P&L: 💰 +4.3%
strategyvn100_quad_factor@v2.1 signalcomposite(mom_12_1,carry_div_yld,lowvol_60d) snapshotsnap_2026Q2_v1 runbtr_8a2d11
🚀
VNINDEX LONG CLOSED
Tỷ lệ thắng: 78.57% · slow trend follower
+7.63%
Long từ 2026-04-09 @ 1763.852026-05-13 @ 1898.37
Holding: 34 ngày · ROI: +7.63%
strategyvni_trend_follow@v5.1 signalvni_trend_ma@v5 snapshotsnap_2026Q2_v1 runbtr_8a1c87
🚀
DANH MỤC VN30 NẮM GIỮ
4 positions · concentrated basket
⚡ 1.5x
SAB 37.5% · -1.48%
STB 37.5% · +11.03%
TCB 37.5% · +0.45%
VJC 37.5% · -3.30%
Tổng P&L: 💰 +5.8%
strategyvn30_concentrated@v3 signalcomposite(mom_12_1,foreign_net_buy) snapshotsnap_2026Q2_v1 runbtr_8a0a2c
Tier capability matrix
Single sign-on · platform API only · all reads logged · watermarked exports
Capability T0 · Investors T1 · Junior T2 · Senior T3 · Principal
View aggregate performance & risk metrics
View process integrity reports
Query data layer (Python client)
Run assigned backtests
Author research in sandboxed branch
See full signal library source
Enumerate signal libraryname only · assigned
Propose strategies for production
View specific positions / deal-level financials
Approve production deployment
Modify infrastructure
Grant / revoke T2 access
Enforcement points
SSO via Okta/Auth0/Keycloak
Mọi action carry user identity. Không cấp database credentials trực tiếp cho user.
Platform API gateway
Tất cả data + signal queries route qua API. Một code path, một identity, một log.
Tear sheet watermarking
Mỗi PDF export embed identity người xem. Export logged.
Signal source restricted T2+
T1 chỉ thấy tên cho assigned projects. Không enumerate được full library.
Immutable audit log
Mọi access & change ghi log; bulk download / off-hours pattern alert.
Disabled copy/paste in T1 notebooks
Where feasible — raises cost meaningfully.
Active users by tier
14 total
UserTierLast accessStatus
EH
Eric Ho
T314:45active
CT
C. Tran (Head of R)
T314:32active
LP
Linh Pham (you)
T214:51active
CN
Cuong Nguyen
T214:48active
HD
Huy Duc
T214:18active
TM
Thao Mai
T211:20active
TN
Thai Nguyen
T114:23flagged
QA
Quynh Anh
T110:45active
QC
Q. Capital LP
T0yesterdayidle
severity: all ▾ user: all ▾ range: today ▾
Time
Severity
Event
User
Tier
14:23:18 today
ALERT
signal.bulk_read · 47 reads in 8m · pattern lệch chuẩn
tnguyen@
T1
14:18:02 today
FLAG
data.source_disagreement · VHM close · VND ₫81,200 vs BBG ₫81,400
system
14:08:51 today
info
backtest.run · vn30_momentum_carry@v4.2 · Sharpe 1.84 · run btr_8a3f9e
cnguyen@
T2
13:57:30 today
info
tearsheet.export_pdf · vn30_momentum_v4.pdf · watermark embedded
linh.pham@
T2
13:42:11 today
FLAG
data.outlier · BTC funding 8h Bybit · +0.18% > 3σ
system
13:21:44 today
info
signal.register · crypto_funding_skew@v1 · status=staging
hduc@
T2
12:48:09 today
info
data.query · vn_equity_daily · 252 rows · symbols=[VCB,VHM,FPT,...] · 1.2s
linh.pham@
T2
12:14:32 today
info
wiki.publish · VNI Trend Follower · documentation 100% complete
eric.ho@
T3
11:42:18 today
info
data.publish · vn_equity_daily@2026-05-15 · 2.3M rows · checksum verified
tmai@
T2
02:14:22 today
INFO
signal.read · mom_12_1@v3 · off-hours access
hduc@
T2
17:32:09 yesterday
ALERT
signal.tier_violation · T1 attempted source read on lowvol_60d · BLOCKED
qanh@
T1
16:45:11 yesterday
info
access.grant · T2 granted to cnguyen@ by eric.ho@ · effective immediately
eric.ho@
T3
15:12:08 yesterday
info
backtest.rerun · btr_891f22 (Nov 2025 spec) · result identical · point-in-time verified ✓
linh.pham@
T2