Connect BitTiger learning data to your LMS, CRM, BI stack and back office
BitTiger is the Silicon Valley lifelong-learning platform that has guided more than 30,000 learners through live, project-based courses in AI, big data, full-stack engineering, system design and interview preparation. That activity sits behind a login as structured data — enrollments, live-class attendance, video watch progress, quiz and project scores, completion certificates and an invite-and-earn referral ledger. We turn that data into clean, documented APIs and runnable source code so your team can read, sync and report on it without screen-scraping.
Why this app's data is worth integrating:
Feature modules
Each module below is scoped around a specific BitTiger data set and one concrete downstream use. We implement the modules you need; you do not pay for endpoints you will never call.
Authentication & session API
Mirrors the app's login and authorization flow — email/phone login, token issue and refresh, and session validation. Concrete use: bind a BitTiger account to your internal user record so a single sign-on portal can show "courses in progress" without asking the learner to log in twice.
Course catalog & enrollment API
Reads the course list, tracks, prices, schedules and the learner's enrollment records. Concrete use: feed a corporate L&D catalog or a partner marketplace, and reconcile seats purchased against seats consumed for each cohort.
Progress & assessment API
Returns per-lesson video watch progress, quiz attempts, project submissions and grades. Concrete use: drive a completion-rate dashboard and trigger nudges when a learner stalls below a threshold in a system-design module.
Certificate & transcript export
Generates a verifiable transcript of completed courses and issued certificates in JSON, CSV or PDF. Concrete use: attach proof of training to an HR record or push it into a skills-graph for internal mobility decisions.
Referral & rewards ledger API
Exposes the invite tree, referral status, accrued reward balance and redemption history from the "invite contacts and earn rewards" feature. Concrete use: monthly reconciliation of referral payouts against the ledger, plus fraud screening on self-referral patterns.
Events & webhook bridge
Pushes near-real-time events — enrollment created, lesson completed, certificate issued, reward credited — to your endpoint with retry and signature verification. Concrete use: keep a BI warehouse current without nightly full re-pulls.
Data available for integration (OpenData perspective)
The table maps the data BitTiger holds to the screen or feature it comes from, its typical granularity and a realistic downstream use. Exact field names are confirmed during protocol analysis; the inventory below is derived from the app's described features (invite-and-earn rewards, multi-language accounts, live courses) and from how comparable learning platforms expose data.
| Data type | Source (screen / feature) | Granularity | Typical use |
|---|---|---|---|
| User profile & locale | Sign-up / Profile / language settings | Per user; name, contact, preferred language, plan tier | SSO bridging, segmentation, churn and engagement analytics |
| Course catalog & tracks | Explore / Course detail pages | Per course; title, track, level, price, schedule, instructor | Partner marketplace feeds, internal L&D catalog sync |
| Enrollment records | My Courses / Checkout | Per enrollment; course id, cohort, start date, status, order ref | Seat reconciliation, revenue recognition, cohort planning |
| Live-class attendance | Live session / Replay | Per session; join/leave timestamps, duration, replay views | Engagement scoring, instructor performance, attendance compliance |
| Lesson & video progress | Course player | Per lesson; percent watched, last position, completed flag | Completion dashboards, drop-off detection, nudge automation |
| Quiz & project scores | Assignments / Projects | Per attempt; score, pass/fail, submission artifacts, feedback | Skills assessment, certification gating, talent calibration |
| Certificates & transcripts | Achievements / Certificate page | Per certificate; course, issue date, credential id, verify URL | HR records, internal mobility, proof-of-training audits |
| Referral / invite tree | Invite friends & earn rewards | Per invite; referrer, invitee, status, channel, timestamps | Growth analytics, payout reconciliation, self-referral fraud checks |
| Reward balance & redemptions | Rewards wallet | Per account; accrued points/credits, redemptions, expiry | Finance reconciliation, liability tracking, loyalty reporting |
| Payments & subscription state | Orders / Billing | Per order; amount, currency, method, status, refund flag | Accounting sync, dunning, entitlement enforcement |
Typical integration scenarios
Five end-to-end patterns we have built or scoped for learning and rewards apps. Each names the business context, the data and API involved, and how it maps to OpenData / OpenFinance thinking.
1 · Corporate L&D dashboard
Context: an enterprise sponsors engineers on BitTiger tracks and needs one view of progress. Data/API: GET /v1/enrollments + GET /v1/progress + certificate export. OpenData mapping: learner consents once; the platform acts as a data holder and your dashboard is the authorized data recipient — the same consent-and-pull model OpenBanking uses for account statements.
2 · Referral payout reconciliation
Context: finance must verify that referral bonuses paid match the invite ledger. Data/API: GET /v1/referrals and GET /v1/rewards/statement over a date range, joined to the payments system. OpenData mapping: treats the rewards wallet like a mini-statement feed — periodic, paginated, signed — so it slots into existing accounting reconciliation jobs.
3 · Skills graph & internal mobility
Context: HR wants verified skills, not self-reported ones. Data/API: certificate/transcript export plus quiz and project scores pushed via webhook on certificate.issued. OpenData mapping: credentials become portable records the employee can authorize sharing of, aligning with verifiable-credential and open-education-data directions.
4 · Partner marketplace listing
Context: a content aggregator wants to list BitTiger courses with live availability. Data/API: GET /v1/catalog with schedule fields, refreshed by a catalog.updated webhook. OpenData mapping: a read-only "open catalog" feed, versioned and cache-friendly, so downstream sites stay in sync without polling hard.
5 · Learner data export & portability
Context: a user requests a copy of all their learning history. Data/API: a single POST /v1/export that bundles profile, enrollments, progress, scores, certificates and rewards into JSON/CSV. OpenData mapping: direct support for data-subject access and account portability, the GDPR/right-to-data analogue of an open-finance "download my data" button.
Technical implementation
We deliver the auth chain, the read endpoints and the event bridge as runnable code with tests. Below are representative request/response shapes, an authentication snippet and a webhook handler. Endpoint names are illustrative and finalized during scoping.
Login & token refresh
POST /v1/auth/login
Content-Type: application/json
{
"identifier": "user@example.com",
"password": "<secret>",
"device_id": "and-9f3c...",
"locale": "en-US"
}
200 OK
{
"access_token": "eyJhbGciOi...",
"refresh_token": "rt_8c1d...",
"expires_in": 3600,
"account_id": "bt_4471920"
}
# refresh before expiry
POST /v1/auth/refresh { "refresh_token": "rt_8c1d..." }
401 -> re-run login; 429 -> back off per Retry-After
Course progress & transcript
GET /v1/progress?account_id=bt_4471920&updated_after=2026-04-01
Authorization: Bearer <ACCESS_TOKEN>
200 OK
{
"items": [
{
"course_id": "sys-design-101",
"title": "Grokking System Design (live)",
"enrolled_at": "2026-02-11",
"percent_complete": 0.62,
"last_lesson": "load-balancing",
"quiz_score": 0.88,
"certificate": null
}
],
"next_cursor": "MjAyNi0wNC0wMQ=="
}
# transcript bundle
POST /v1/export { "account_id": "bt_4471920", "include": ["enrollments","progress","certificates","rewards"], "format": "json" }
Rewards statement & webhook
GET /v1/rewards/statement?account_id=bt_4471920&from=2026-04-01&to=2026-04-30
-> { "opening": 1200, "earned": 450, "redeemed": 200, "closing": 1450, "currency": "BT_POINTS",
"entries": [ { "type": "referral_bonus", "ref": "inv_77a", "amount": 150, "ts": "2026-04-08T10:21:00Z" } ] }
# webhook receiver (Node.js, pseudocode)
app.post("/hooks/bittiger", (req, res) => {
if (!verifySignature(req.headers["x-bt-signature"], req.rawBody, SECRET)) return res.status(401).end();
const e = req.body; // e.type: enrollment.created | lesson.completed | certificate.issued | reward.credited
enqueue(e); // idempotent by e.id
res.status(200).end();
});
Data flow / architecture. A typical pipeline is four nodes: BitTiger client / authorized API → Ingestion service (token management, pagination, retry, signature checks) → Storage (a normalized warehouse or your app database, with PII tagged and retention rules applied) → Output (your BI dashboards, an internal REST API, or scheduled JSON/CSV/PDF exports). Webhooks feed the ingestion node for low-latency updates; a nightly delta job backfills anything missed. Each hop logs the consent reference so any record can be traced to the authorization that allowed it.
Compliance & privacy
Learning platforms hold education records and, through referral flows, contact lists — both are sensitive. We build only against customer authorization or documented public/authorized APIs, never against credentials we are not entitled to use, and we bake in consent logging, data minimization and explicit retention windows.
- FERPA-style record handling — where BitTiger data functions as an education record, we follow access-control and disclosure-limitation practices consistent with the U.S. Student Privacy Policy Office guidance and the Family Educational Rights and Privacy Act.
- GDPR — for EU/EEA learners we support lawful basis tracking, data-subject access and erasure, and data-processing-agreement language; the
POST /v1/exportendpoint exists partly to satisfy portability requests. - COPPA — where a course audience may include minors, we flag age-gating and parental-consent handling before any data leaves the device.
- Operational controls — encryption in transit and at rest, scoped tokens, audit trails, NDA on request, and a documented incident path. We deliver a short data-protection note alongside the code so your DPO can review it.
Market positioning & user profile
BitTiger ("the lifelong-learning platform of Silicon Valley") sits in the career-acceleration corner of EdTech: live, project-based courses and interview preparation for working software engineers and aspiring ones, historically strong with the Mandarin-speaking diaspora in North America and a growing international audience served through the app's multi-language support. It has reported guiding 30,000+ learners and positions its live-streaming model as more affordable than a bootcamp and more effective than a passive MOOC. The buyers of an integration are therefore a mix of B2C (individual learners wanting their own records) and B2B (employers, L&D teams, coding-school partners and content aggregators) on both Android and iOS, with the heaviest demand around progress reporting, certificate verification and referral-program accounting.
Screenshots
App screens that illustrate where the integrable data lives — course lists, the learning experience and the rewards/invite surface. Click any thumbnail to view it larger.
Similar apps & integration landscape
Teams that integrate BitTiger usually touch other learning and interview-prep platforms too, so a unified view across them is a common ask. The apps below sit in the same ecosystem; we mention them only to map the landscape, not to rank or criticize anyone.
- LeetCode — holds a large bank of practice submissions, contest history and a streak/progress profile; users who also work with LeetCode often want their solved-problem history merged with BitTiger course progress for a single readiness score.
- Educative (Grokking the System Design Interview) — text-and-interactive courses with module completion and quiz state; pairs naturally with BitTiger transcripts in a combined skills inventory.
- AlgoExpert — a curated question library with video explanations and completion tracking; relevant when an L&D team wants progress from multiple paid platforms in one dashboard.
- ByteByteGo — system-design newsletter and courses with subscription and reading-progress data; often consolidated alongside BitTiger live-course attendance.
- Pramp — peer mock-interview platform whose data is session feedback and interviewer/interviewee ratings; complements BitTiger's graded projects when measuring interview readiness.
- Exponent — interview-prep courses and mock interviews across PM, SWE and data roles, with course progress and coaching records that map cleanly to the same transcript schema.
- HackerRank — coding challenges, skill certifications and assessment results; employers frequently want HackerRank certifications joined to BitTiger course certificates.
- CodeSignal — standardized coding assessments and a "Coding Score"; useful as an external benchmark next to BitTiger quiz and project scores.
- AlgoMonster — a structured, time-boxed interview-prep path with per-pattern progress; another source of completion data for a consolidated learner record.
- Udemy — broad course marketplace with enrollment, watch progress and certificates of completion; the most common "we also have courses here" platform alongside BitTiger.
What we deliver
Deliverables checklist
- API specification (OpenAPI / Swagger) covering every endpoint built
- Protocol & authentication report — login flow, token/cookie chain, refresh, rate limits
- Runnable source for the login and data endpoints (Python and/or Node.js)
- Webhook receiver template with signature verification and idempotency
- Automated tests, a Postman/HTTP collection, and a quick-start README
- Compliance & data-flow note (consent logging, retention, FERPA/GDPR/COPPA pointers)
Engagement & pricing
- Source-code delivery from $300 — you receive runnable API source and full documentation; pay after delivery once you have reviewed it.
- Pay-per-call hosted API — call our managed endpoints and pay only for the requests you make, no upfront fee; good for teams that want usage-based pricing.
- Scope can start with just login + one read endpoint and grow from there; you only pay for modules you ask for.
- NDA and a written data-processing summary available on request.
About us
We are an independent technical studio focused on mobile-app protocol analysis and authorized API integration. The team has shipped data integrations across fintech, e-commerce and EdTech, and has hands-on experience with OAuth chains, mobile traffic analysis, webhook design and warehouse modeling.
- App interface analysis and reverse engineering of public/authorized data flows
- OpenData / OpenFinance / OpenBanking-style API design and delivery
- Custom Python / Node.js / Go SDKs, test harnesses and documentation
- Full pipeline: protocol analysis → build → validation → compliance review
- Two engagement models — source-code delivery from $300, or pay-per-call hosted API
Contact
To get a quote, send us the target app (BitTiger) and the data or scenarios you need. We will reply with a scoped plan, timeline and price.
Prefer email-style intake? The contact page has a short form for app name, required data types and any sandbox access you can provide.
Engagement workflow
- Scope confirmation — which data and scenarios (login, progress, certificates, referrals, payments).
- Protocol analysis & API design — 2–5 business days depending on complexity.
- Build & internal validation — 3–8 business days; webhooks and multi-account features iterate here.
- Docs, samples and test cases — 1–2 business days.
- First delivery typically 5–15 business days; third-party approvals or sandbox provisioning can extend it.
FAQ
What do you need from me to start a BitTiger integration?
How long does a first BitTiger API delivery take?
Is this compliant with student data and privacy rules?
What do I receive at the end of the engagement?
📱 Original app overview (appendix)
BitTiger (package com.bittiger.top) is the mobile companion to BitTiger, an online education community billed as "the lifelong-learning platform of Silicon Valley." It partners with engineers working at leading technology companies to produce live, project-based courses across artificial intelligence, deep learning, big data, full-stack engineering, UI/UX design, system design and technical-interview preparation, with much of the catalog historically delivered in Mandarin Chinese. The platform reports having helped 30,000+ learners and frames its live-streaming class model as more affordable than a traditional bootcamp while producing better outcomes than a passive MOOC.
From the app's own description, the headline features are: invite your contacts or friends and earn rewards (a referral program with reward accrual and redemption); internationalization with multi-language support so learners worldwide can use the app comfortably; and an emphasis on being efficient and convenient to use, with the stated goal of delivering courses in the most efficient and affordable way.
- Live and recorded courses in AI, big data, full-stack, system design and interview prep
- Enrollment, video progress, quizzes, projects and completion certificates
- Invite-and-earn referral rewards with a points/credits wallet
- Multi-language interface and cross-device (Android & iOS) access
BitTiger and the BitTiger name are the property of their respective owners. This page describes technical integration positioning only and is not affiliated with or endorsed by the app's publisher.