Saubhagya Pandey

← Door B · Markets & Risk

FIG. B.3 · Self project · statement analytics

Listed-Lender Equity Research Workbench

Equity research on lenders starts in the ugliest place: unstructured filings. This workbench turns twelve listed lenders’ disclosures into versioned, source-cited structured data, normalizes them into lender ratio families, and drives them through earnings models into dated initiation notes — each call tracked afterwards against Nifty Bank.

COMPOSITE QUALITY LEADERBOARD — EXTRACTED DATAcommitted dataset · 12 lenders
BAJFINANCE
79.6 #1
ICICIBANK
68.5 #2
HDFCBANK
66.6 #3
KOTAKBANK
66.0 #4
CHOLAFIN
65.4 #5
AXISBANK
58.0 #6
SHRIRAMFIN
57.8 #7
INDUSINDBK
50.9 #8
SBIN
41.8 #9
BANKBARODA
35.7 #10
CANBK
33.7 #11
PNB
26.1 #12

Composite of growth, margin, asset-quality, efficiency and capital-return percentile ranks — all computed from extracted line items, not quoted from third-party screens.

RATIO FAMILIES → VALUE DRIVERS → MODELS

Line items are normalized into the ratio families that actually drive lender equity value — NIM, GNPA/NNPA, CAR, LDR — and then into driver-based earnings forecasts, DCF and peer comparables with scenario and sensitivity grids. Excel packs are generated via openpyxl and Power Query, so the models leave the repo in a form analysts can actually open.

AN INITIATION NOTE, AS COMMITTED

BAJFINANCE.NS · BAJAJ FINANCE LIMITED · NBFC

call

BUY

CMP

₹1,079.90

base target

₹3,334.09

bear – bull

₹2,017 – 4,843

Excerpt from the committed initiation note (2026-08-30): a multi-stage excess return model anchored on FY24–27E advance CAGR of ≈14.0%, sustainable NIM of 10.05%, forecast FY26E RoE 23.36% / RoA 5.30%, net NPA 0.37% and CAR 22.52%. Notes are timestamped with thesis, risks and valuation ranges — and every call is subsequently tracked against Nifty Bank.

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