Pune B.Tech AI & Data Science Program Evaluation Studio

Admissions Scenarios:

Candidate & College Profile

Tune admission eligibility & program parameters

Target Engineering Program

Department Vintage & Batch Status

Placement Data Transparency Level

10+2 PCM Aggregate % 72%

Target Qualifying Entrance Exam

Data Lifecycle Curriculum Pillars (6 Stages)

1. Data Collection & Wrangling Data ingestion, web scraping, API scraping, schema mapping

2. Applied Statistics & Analytics Inferential stats, hypothesis testing, stochastic models

3. Machine Learning & Deep Learning Supervised/unsupervised models, neural nets, transformers

4. Data Pipelines & Processing Distributed computing, Kafka/Spark, multi-system integration

5. Visualization & Interpretation BI dashboards, interpretability, stakeholder communication

6. Decision-Making Systems Production deployment, model governance, MLOps, edge AI

Laboratory & Faculty Checks

Dedicated High-Performance Compute Lab GPU clusters vs standard desktop dual-core PC lab

Exclusive SoAI Dedicated Faculty Dedicated research professors vs shared general computer faculty

Admission Eligibility Check Eligible

Meets 10+2 PCM Admissions Criteria 72% / Min 45%

Qualifies for MIT-ADT University SoAI general category B.Tech intake. PCM aggregate exceeds minimum 45% (40% for backward classes in Maharashtra).

Lifecycle Coverage

100%

6 of 6 Core Stages Covered

High Freshness

Placement Transparency

Caution Needed

University-Pooled Claims

No Track Record

Realistic Expected Entry CTC

₹ 4.8 - 6.5 LPA

Vintage & Track Discounted

Advertised: ₹ 8.5+ LPA

Curriculum Data Lifecycle & Readiness Radar Interactive D3 Audit

Visualizes breadth across data pipelines, modeling, statistics, and institutional governance

"SoAI's pathway emphasises the complete data lifecycle from collection and cleaning to analysis, visualisation and interpretation... SoAI is a new School for 2026–27 and therefore does not yet have a mature school-specific placement history." — Source Insight

Mandatory Admissions Diligence Questions Use at Campus Counseling

Do not commit admission fees without demanding verifiable written answers to these items: