Ship 8 production projects.
Job assistance till you get hired.
We don't sell fake job guarantees. You commit 1-2 hours a day to ship 8 enterprise-grade portfolio projects on live messy data. We rewrite your resume and LinkedIn line-by-line, unlock Topfolio Job Hunt Tracker OS, and coach you via Discord until you sign an offer.
Real code, 24h senior manager reviews, and our proprietary recruiter CRM.
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.
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.
DA 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.
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.
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.
Same program. Different starting points.
The commitment is the same: 8 production projects, line-by-line resume rewrite by Anuj, full Topfolio Tracker OS access, and job assistance until you get hired. The bridge from where you are today to an analyst role looks different per situation. Find yours.
Where you are: You're in 4th year. Campus placements start August-September. You have zero portfolio and every CS resume looks the same.
The bridge: This summer is your 8 weeks of focused building. You walk into campus placements with 8 GitHub repositories + a rewritten resume + the Job Hunt Tracker OS. Most of your batch is still scrambling.
Where you are: 1-2 years in. Strong SQL. You've been applying to CRED, Razorpay, Swiggy for months. Silent rejections. Your work reads like 'ran the same query every Tuesday.'
The bridge: I rewrite your resume around the work product companies actually test for - Python, A/B test design, pipelines, applied ML. Keep your current paycheck while we do this. Switch only when you've landed the new one.
Where you are: Graduated 3-6 months back. Your batch placed; you didn't. Off-campus applications go into a black hole. You're days away from losing the 'fresher' label.
The bridge: Full-time focus + 8 weeks = 8 defendable repositories + the off-campus outreach playbook. The bridge between 'last day of college' and 'first analyst job.'
Where you are: 1-3 years into an engineering role you don't want. The gap between 'current role' and 'first analyst job' feels uncrossable without a portfolio.
The bridge: Evenings + weekends are enough. Recontextualize your existing experience around analyst work - not pretending you were always a data person. Keep your current job till you land the new one.
Where you are: Scaler / Newton / Masai / Pesto finished 6+ months ago. Skills are fine; the projects look identical to every other grad's. Recruiters can't tell who's actually good.
The bridge: 8 unique production projects on real business data (not generic Titanic/Iris CSVs) + personal resume overhaul + Job Hunt Tracker OS. The piece that actually closes the loop.
Someone's in your corner. Literally.
You're not doing this solo. Every student names one person they trust at enrollment, and we almost never have to involve them - just knowing someone's in your corner is what keeps most people going. If you do go quiet for five days, we send that one person a short, respectful check-in. Not a punishment - a nudge.
Not sure if you have the prerequisites for Work Experience?
Work Experience is an advanced simulation requiring prior proficiency in SQL (CTEs, Window functions, JOINs) & Python. If you need step-by-step teaching from scratch, our 12-Week Career Track starts from zero with 1:1 mentorship.
Real artifacts that go on your resume - not certificates.
Your 8-week journey, one week at a time.
Do the work. We stick with you till you're hired.
8 production-grade portfolio projects, line-by-line resume rewrite by Anuj, Topfolio Job Hunt Tracker OS, and Discord mentorship until you sign your offer.
Real code, senior manager reviews, and end-to-end job hunt coaching until you land.