At DSWallah, success isn't a marketing metric � it's a student who goes from zero coding knowledge to landing a job or launching a freelance career. Every story below is from a real student trained by Vaibhav Gupta (IIT Kanpur & Delhi certified) in Lucknow. We track outcomes rigorously: 300+ students trained, 85% placed within 6 months, average starting salary ?4.2 LPA in Lucknow.
Placement Video
Recently Placed Students
Placement Success Stories
Commerce background se Data Analyst intern � 6 months, Lucknow.
MNC Pro se TCS interview first attempt me clear � tier-2 city se MNC.
AI Agency � 3 months me pehla ?30K client, ab ?70K+/month freelancing.
Non-CS background se Python + ML seekha, ab Data Scientist at a Lucknow startup. ?5.5 LPA package.
Power BI seekh ke supply chain company me BI Analyst bana. Excel se Power BI tak � 4 months me.
SQL + Python se banking sector me Data Analyst. Fresher se industry-ready � placement support ne madad ki.
Student Placement Journey
Here's how a typical DSWallah student progresses from enrollment to placement:
- Week 1-2: Foundation building � Python basics, Excel mastery, SQL fundamentals. Students build their first queries and scripts.
- Week 3-4: Data analysis toolkit � Pandas, data cleaning, visualization with Matplotlib/Seaborn. First mini-project: sales analysis dashboard.
- Week 5-6: Machine learning introduction � regression, classification, model evaluation. Students build a prediction model from scratch.
- Week 7-8: Advanced projects � end-to-end ML pipelines, Power BI dashboards, real-world datasets. GitHub portfolio starts taking shape.
- Week 9-12: Specialization & placement prep � choose track (Data Science / AI / BI), mock interviews, resume optimization, project portfolio review.
- Week 13+: Placement support � interview scheduling, company referrals, negotiation guidance. Average time to first offer: 2-4 weeks after completion.
What Students Build
- Sales & revenue dashboards (Power BI)
- Customer churn prediction (Python + ML)
- Web scraping & automation pipelines
- RAG chatbots for business knowledge bases
- GitHub portfolios reviewed by industry mentors
Key Outcomes We Track
Unlike most institutes that only track "placements," we measure comprehensive student outcomes:
- Portfolio quality: Every student leaves with 4-6 GitHub projects, reviewed and graded by mentors
- Interview readiness: 15+ mock interview sessions per student, covering technical + behavioral rounds
- Placement rate: 85% of students who complete the full program get placed within 6 months
- Average salary bump: Students see 40-60% salary improvement in first job after training
- Freelance income: 15% of our graduates launch freelance careers earning ?30K-?1L+/month
- Continued learning: Lifetime access to recordings and updated curriculum means skills stay current
Success Patterns We See in Every Batch
After 300+ students, the pattern behind every placement is remarkably consistent. Students who attend live classes (not just recordings), finish assignments within 48 hours, ask doubts without hesitation, and start mock interviews early get placed fastest � often before the course formally ends. The students who struggle are almost never limited by ability; they are limited by irregular attendance and delayed practice. That is why our batches are small and our mentors follow up personally: consistency is trainable, and we train it.
Background does not predict outcome. Our placed students include B.Com graduates now working as data analysts, B.Sc graduates now building ML pipelines, MBA freshers now running BI dashboards, and B.Tech non-CS graduates now shipping AI agents. What they shared was not a coding background � it was regular attendance and assignment discipline.
Salary Outcomes by Role (2026)
| Role | Fresher Package | Experienced |
|---|---|---|
| Data Analyst | ?3.5�6 LPA | ?8�12 LPA |
| BI Analyst | ?4�7 LPA | ?9�14 LPA |
| Data Scientist | ?6�10 LPA | ?15�25 LPA |
| AI Engineer | ?10�15 LPA | ?25�50 LPA |
| AI Freelancer | ?30�50K/mo | ?70K�2L/mo |
Why Students Choose DSWallah Over Other Institutes
Here's what our students consistently tell us sets DSWallah apart from other data science institutes in Lucknow:
- Real projects, not toy datasets: Students work with actual business data � sales records, customer databases, web scraping results � not sanitized CSVs from Kaggle
- One-on-one mentorship: Vaibhav personally reviews every student's code and projects. No TAs, no batch-and-forget model
- Placement support that works: We don't just "refer" � we mock interview, optimize resumes, and negotiate offers with students
- Industry-relevant curriculum: Updated every quarter based on what Lucknow and India employers actually need
- Flexible scheduling: Morning, evening, and weekend batches for working professionals and students
Student Portal
Enrolled students access live classes, recordings, and project submissions via the Student Dashboard.