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Ship 8 enterprise-grade projects. Full job assistance & mentorship till you're hired.
8 weeks of intense production work shipped via Discord, backed by 1:1 mentorship and full job-hunt assistance until you get hired.
- Ship 8 enterprise-grade projects spanning Metabase, SQL, Python, pipelines, AWS Lambda & ML
- 1:1 Resume, LinkedIn & GitHub overhaul personally rewritten with Anuj (5x hiring panelist)
- Full Job Hunt Assistance & Tracker OS — outreach CRM, daily standups, and mock interviews until hired
- Direct 24h review SLA via Discord — no TAs, pure senior practitioner engineering feedback
A real reply from Anuj on WhatsApp - no sales team, no spam. Not sure it's for you? Ask first.
Pradeep (Career Track): Placed at Chosen Store · Akshobya (Work Experience): Received 3 offers, chose the one he found best. See their stories →
Individual results vary. 100% Money-Back Job Guarantee applies to Founder Career Guarantee Tier.
- 18 Production-Grade Portfolio Projects: Live messy datasets, discrete GitHub repositories, automated dbt/test suites, and executive business memos.
- 2Line-by-Line Resume & LinkedIn Rewrite: Anuj (former hiring panelist at 5 product cos) personally rewrites both with you line-by-line.
- 3Topfolio Job Hunt Tracker OS: Exclusive lifetime access to our in-house application CRM, urgent action queue, and recruiter pipeline.
- 4Full Job Hunt Coaching Until Hired: 24h code review SLA in Discord, daily standups, and 1:1 technical/behavioral mock interview loops until you sign an offer.
Zero fake job guarantees. Undeniable portfolio proof of work + full assistance until you get hired.
- 8-week mentor-led work experience (8 enterprise-grade production projects)₹24,000
- 1:1 Discord text reviews & project mentorship with Anuj (24h SLA)₹12,000
- Complete 1:1 Resume, LinkedIn & GitHub portfolio overhaul₹6,000
- Lifetime access to Topfolio Job Hunt Tracker OS + LittleBird extension₹8,000
- Job-hunt coaching, strategy & mock interview loops till hired₹10,000
- Certificate + lifetime Discord alumni accessIncluded
- Learners good with SQL (JOINs, CTEs, Window functions like LEAD/LAG) & basic Python committed to 1-2 hrs/day for 8 weeks
- At a services company (TCS / Infosys / Wipro / Accenture) aiming for a product company - it's evenings + weekends, no need to quit first
- Engineers, QA, or self-taught analysts looking to replace generic Kaggle projects with defendable production artifacts
- Returning after a career break - fully async schedule with deadlines on shipped work, not attendance
- People ready for 1:1 code reviews and direct manager feedback
- Complete beginners with zero SQL experience (please take the 12-Week Career Track instead)
- People who want to learn from videos without hands-on practice on real-world projects
- Anyone who can't commit weekly time
Prerequisites: Good SQL (JOINs, CTEs, Window functions like LEAD/LAG) + Basic Python. Complete beginners should start with the 12-Week Career Track.
Everything you'll learn, build, and use.
- 1-2 hrs/day for the full 8 weeks
- Good SQL skills (JOINs, GROUP BY, CTEs, Window functions like LEAD/LAG) and basic Python syntax
I've hired analysts at OneCode, Saras Analytics, and Ultrahuman - and reviewed 250+ analyst resumes. I know exactly what gets a candidate into the door, and what gets them rejected on first scan.
I review every submission personally through our Discord pipeline - you'll get feedback on your work, not a rubber-stamp.
Data Analyst - Advanced · 8 Production Projects
No toy tutorials or canned Kaggle CSVs. You ship 8 production projects on live messy data, each with its own GitHub repo, automated tests, and executive business memo.
Executive KPI & Revenue Performance Metabase Suite
Metrics a CEO would pin — defined, designed, and reconciled across 500k transactions.
Customer Cohort Retention & Churn Velocity Engine
Triangular retention heatmaps and cumulative LTV curves by acquisition channel.
Product Funnel Breakdown & Checkout Drop-off RCA
Root-cause isolation of a 4.2% checkout conversion drop across 1.2M telemetry events.
Growth Experimentation & A/B Decision Framework
Pre-experiment power analysis, Sample Ratio Mismatch check, and hypothesis decision memo.
Operations Analytics & Anomaly Detection Engine
Replaces manual Excel sheets with automated statistical anomaly detection (rolling Z-scores).
Enterprise ELT Pipeline & Data Quality Suite
Dimensional star-schema transformation engine with automated data quality assertions.
Serverless Cloud Pipeline on AWS Lambda
Daily automated serverless ELT pipeline triggered at 6:00 AM IST with CloudWatch alerts.
Applied Predictive Churn & LTV ML System
Cost-sensitive classification model balancing retention coupon budget against saved customer LTV.
We don't sell a job. We give you the unfair hiring advantage.
Fake "job guarantees" are marketing traps buried in fine print. We give you what actually gets you hired for an analyst role: 8 production-grade portfolio projects, line-by-line resume rewrites by an engineering hiring panelist, exclusive tracking software, and 1:1 interview prep until you sign your offer.
Line-by-Line Resume & LinkedIn Rewrite
Anuj has sat on hiring panels at 5 product companies and reviewed hundreds of resumes. We rewrite yours line-by-line to showcase business impact, not generic course exercises.
Topfolio Job Hunt Tracker OS
Say goodbye to chaotic spreadsheets. Track every recruiter, company pipeline, and interview stage inside our purpose-built application CRM with urgent daily action queues.
Targeted Outreach & DM Scripts
Stop mass-applying into ATS black holes. We equip you with high-converting cold messaging playbooks that position your 8 live repositories directly in front of engineering managers.
Technical & Behavioral Mock Loops
Before you walk into a round at CRED, Razorpay, Swiggy, or high-growth startups, you practice the exact interview loops with Anuj — live SQL queries, portfolio defense, and trade-off questioning.
You don't hunt in messy spreadsheets. You use our Job Hunt Tracker OS.
Most bootcamps abandon you with a generic spreadsheet template. Work Experience members get exclusive lifetime access to Topfolio Job Hunt Tracker OS — our native recruitment CRM with daily action queues, interview funnel diagnostics, and proven outreach workflows.
No guesswork. Log in each morning and see the exact 5 high-leverage follow-ups and outreach targets calculated for your search.
Track hiring managers, recruiter communication histories, interview rounds, and notes in one unified pipeline with zero data loss.
Anuj monitors your funnel in real-time. If your conversion drops at any stage, we intervene immediately with customized prep.
Where the first students landed.
The first students through my programs. Real names, real outcomes, shown with their permission.
Pradeep and Ansh Gupta came through the 12-week Career Track and mentorship with Anuj, not this one. Each card says which programme the student came through.
Non-tech background, BA in 2022, then a four-year gap. Learnt data from scratch in the program and landed a full-time role.
Finished the program with three offers on the table, compared them, and went with the one that fit him best.
Came for a SQL Pack and a resume check: feedback was “too basic, fails the 6-second scan.” Rebuilt quantified bullets and added a SQL project, then landed the role. Credits Python & SQL plus understanding the business and showing the recruiter he gets their business.
Individual results vary depending on individual effort, background, and market conditions. The 100% Money-Back Job Guarantee is a contractual tuition refund warranty applicable exclusively to the Founder Career Guarantee Tier (Section 8.4). Outcomes as of Aug 2026.
How we verify outcomes
Every outcome above is a real, named student who gave permission for their name, photo and outcome to be shown. We hold dated confirmation on file for each one, and we remove a story immediately if the student withdraws consent. We do not publish salary figures, and we make no claim about how long a job search takes.
The three questions everyone asks first.
It's not a course - it's manager-led work. I personally review every submission within 24 hours with 1:1 Discord text reviews, mentorship and project support. I cap how many students I take so I can actually do that, and the people on the Results page are real, named students - not stock photos, and each one says which programme they came through.
No. No reputable engineering program can legally guarantee an external company will hire you, and bootcamps that claim to either inflate prices 3x or bury impossible exclusions in fine print. What we commit to is what actually gets offers: 8 production-grade portfolio projects on live messy data, a line-by-line resume and LinkedIn rewrite by a former hiring panelist, full access to Topfolio Job Hunt Tracker OS, and direct 1:1 mentorship via Discord until you sign an offer.
Pause anytime - message me in Discord and we pick up where you left off. Access is yours until you finish; no clock runs out on you. The only thing that breaks it is going silent for days without a word - that's what the accountability person is for.
This isn't self-paced. You have a manager.
After enrolling, you join a private Discord for daily stand-ups, get 1:1 Discord text reviews and mentorship & support from Anuj through all projects, and every submission you ship gets a real written review within 24 hours. There are no group classes to attend — for each skill a task needs you get a curated video course, you work with AI like you would at a real job, and the hours are yours. Miss a deadline? You'll hear about it. Ghost for 5+ days? We loop in the accountability person you named at enrollment.
How the program runs: daily standups, 24h reviews, and direct 1:1 DMs.
No 500-person anonymous lecture halls. No ghosting teaching assistants. You operate inside a private Discord server structured like a modern engineering team — with daily manager accountability and a strict 24-hour review SLA from Anuj personally.
Pushed PR for Project #3: Fintech Churn Pipeline. Built the dbt dimensional models and hooked up the Metabase retention curves. Ready for your review @Anuj!
Reviewed your PR #3. The window logic for rolling 30-day cohort retention is clean. Two adjustments before you lock the GitHub repository:
Once pushed, your repo is interview-ready. Great execution!
Every pull request, dashboard, and analysis doc gets personal written feedback within 24 hours. No waiting a week for generic TA stamps.
Daily async standups mirror real engineering teams. If you get blocked or go silent, you receive an immediate direct check-in.
Message Anuj directly whenever you are stuck on an edge-case query, want a quick audio huddle, or need strategy before a recruiter call.
You'll finish what you started. Because someone's got your back.
The biggest reason students drop a bootcamp isn't that the material's hard - it's that no one notices when they stop. So at enrollment, you name one person you trust, and we almost never have to involve them - they stay silent by default. Just knowing someone's in your corner is usually enough to keep going.
You nominate one person
Parent, sibling, manager, mentor, friend - your call. We keep their contact on file, privately, in case we ever need it. One person, one time, at enrollment.
They never hear from us
Default state: silent. We don't ping them weekly, send them updates, or share your scores. Their existence in your enrollment is the deterrent - using it is the last resort.
If you ghost 5+ days, we reach out
No daily-stand-up, no submission, no Discord ping, no reply to ours - for five full days. Then we send them a short, respectful WhatsApp: 'Hey, checking in - [your name] hasn't been around the program for a few days. Everything okay?' That's it.
Most never need step 3
Knowing the call could happen is enough. Students who'd otherwise quietly drift away stay engaged. The point isn't to embarrass you - it's to make sure you have skin in the game.
A peek at the dataset.
A realistic e-commerce schema with messy real-world data, not a toy CSV. You'll write SQL against tables like these from day one.
Direct, specific, actionable.
Every submission gets a written review like this within 24 hours. No rubrics, no rubber-stamps - just what to fix and why.
You don't need another syntax course. The value for you is Weeks 1-8: 8 production projects spanning Metabase dashboards, cohort retention, A/B test design, automated pipelines, AWS Lambda, and applied ML. Plus 1:1 Discord text reviews, resume & LinkedIn overhaul with Anuj, and full Job Hunt Tracker OS access.
We recontextualize your existing background + our 8-week production deliverables into a resume product companies actually want to interview. Keep your current paycheck while we do this — switch only when you've landed your offer.
Everything you'll learn, build, and use.
- 1-2 hrs/day for the full 8 weeks
- Good SQL skills (JOINs, GROUP BY, CTEs, Window functions like LEAD/LAG) and basic Python syntax
What you'll ship, week by week.
- ▸PostgreSQL exploration across 500k e-commerce orders, items, payments, and refunds
- ▸Translating messy business metrics into clean, reusable multi-table SQL CTEs
- ▸Building an executive Metabase dashboard suite: GMV to Net Revenue waterfall and regional performance
- ▸Writing the official Metric Dictionary & Data Dictionary
Do the work. Full job hunt assistance till you're hired.
Two commitments. You commit 1-2 hours a day to ship 8 production-grade portfolio projects. I rewrite your resume and LinkedIn line-by-line, unlock Topfolio Job Hunt Tracker OS, and coach you through every interview round via Discord - until you land an analyst role.
No marketing gimmicks or fake job guarantees. Just undeniable proof of work and end-to-end assistance until you sign your offer.
Product-company analyst - not any data role, the ones you'd actually want:
Entry-level analyst pay in India now starts around ₹45,000-₹1,00,000/month. The day you get hired, this program costs about 11% of your first month's pay.
You earn ₹4,999 back in your first 3.3 days on the job.
What protects your ₹4,999.
Life happens. Message me in Discord, take a week or two, and we pick up exactly where you left off. The only thing that breaks the momentum is going silent without a word.
One payment, access for life. No subscription, no expiry - the program and Discord community are yours until you finish, however long that takes.
When the 8 weeks end, the hunt begins. Line-by-line resume rewrite by Anuj, full Topfolio Tracker OS access, cold outreach playbooks, and 1:1 interview prep until you get hired for an analyst role.
The one thing I don't offer is a refund. What you're paying for is my time and review from day one - so it's a one-time, non-refundable payment. That's exactly why I'd rather you ask me anything on WhatsApp before you commit..
Deliverables
- • Project 1: Executive KPI & Revenue Performance Metabase Suite
- • Project 2: Customer Cohort Retention & Churn Velocity Engine
- • Project 3: Product Funnel Breakdown & Checkout Drop-off RCA Doc
- • Project 4: Growth Experimentation & A/B Test Decision Framework
- • Project 5: Automated Python Operations Analytics & Anomaly Detection Notebook
- • Project 6: Enterprise ELT Pipeline & Data Quality Transformation Engine
- • Project 7: Live Scheduled Cloud Pipeline on AWS Lambda
- • Project 8: Applied Predictive Churn & LTV Machine Learning System
Completion criteria
- • All core tasks marked complete
- • All required submissions uploaded/linked
- • Any required revision tasks completed
Before you enroll.
8 weeks from now, you could be interviewing.
Start the day you enroll - no waitlist. One payment, full access until you finish. Do the work and I run the hunt with you until you land. Not sure yet? Drop your details and ask me first.