EngineeringPath AI

MHT-CET College Recommender & AI Mentor

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Meet Your Mentor

Learn directly from an AI practitioner & developer built for engineering students.

Shubham Narute

Shubham Narute

Founder & Lead AI/ML Mentor

DYPCET, Kolhapur

AI/ML Engineer B.Tech AI & ML
🎯

Our Mission

"My goal is to help engineering students bridge the gap between college education and industry requirements by providing practical AI skills, project experience, and career guidance."

💡 Core Specializations

Artificial Intelligence (AI)
Machine Learning (ML)
Deep Learning (DL)
Generative AI
Python Development
Full Stack AI Applications
AI Automation & Agents

🏆 Experience & Achievements

  • 5★ Python Programmer on HackerRank
  • AI/ML Project Developer
  • Internship Experience in AI & Machine Learning
  • Creator of AI-based solutions and educational platforms
  • Active participant in Hackathons and Technical Events
  • Mentor for Engineering Students interested in AI Careers

📚 What Students Will Learn

  • Python Programming
  • Machine Learning Fundamentals
  • Deep Learning & Neural Networks
  • Generative AI & LLMs
  • AI Agents & Automation
  • Real-world AI Projects
  • Internship & Placement Preparation

🚀 Areas of Mentorship

  • Engineering Career Guidance
  • AI & ML Roadmaps
  • Project Development
  • Resume Building
  • Hackathon Guidance
  • Internship Preparation
  • Placement Readiness

AI Specialization Programs

Focused, high-impact training tracks led by Shubham Narute to build your AI engineer skillset.

4 Weeks

PYTHON for AI & ML

🟢 Beginner Friendly • All Levels
Shubham Narute Tutor: Shubham Narute

Syllabus Highlights

  • Python Fundamentals & OOPs Concepts
  • NumPy (Arrays, Multi-dimensional math)
  • Pandas (DataFrames, Cleansing, Analysis)
  • Data Visualization (Matplotlib & Seaborn)
  • Live Lectures + Lifetime Recording Access
  • 10+ Coding Assignments & PDF Notes
📁 Hands-on Capstone Projects
  • Student Performance Predictor
  • Movie Rating & Sentiment Analyser
Program Outcome Ready to clean data, build custom tools, and transition directly into Machine Learning. Includes completion certificate.
6 Weeks

MACHINE LEARNING Fundamentals

🔵 Intermediate Level
Shubham Narute Tutor: Shubham Narute

Syllabus Highlights

  • Supervised & Unsupervised Learning
  • Regression (Linear, Logistic, Polynomial)
  • Classification (Decision Trees, Random Forest, SVM)
  • Clustering (K-Means, Hierarchical)
  • Model Tuning (Hyperparameters, Cross-Validation)
  • Scikit-Learn library and Math fundamentals
📁 Hands-on Capstone Projects
  • Real Estate House Price Predictor
  • Engineering College Placement Predictor
  • E-Commerce Customer Segmentation
Program Outcome Build, deploy, and evaluate standard predictive models. Includes 2 Kaggle-style case studies and verified completion certificate.
6 Weeks

DEEP LEARNING

🟣 Intermediate to Advanced
Shubham Narute Tutor: Shubham Narute

Syllabus Highlights

  • Artificial Neural Networks (ANN) & Perceptrons
  • Activation Functions (Sigmoid, Tanh, ReLU, Softmax)
  • Backpropagation & Mathematical Gradients
  • TensorFlow 2.x & Keras API Architecture
  • Model Optimization (Adam, RMSProp, Dropout)
  • GPU Cloud Setup & Google Colab configuration
📁 Hands-on Capstone Projects
  • Multi-class Fashion Image Classifier
  • MNIST Handwritten Digit Recognizer
  • Custom Neural Network Visualizer
Program Outcome Design neural network architectures from scratch. Fully prepare for computer vision, NLP, and generic deep learning tasks. Includes certificate.
4 Weeks

CNN MASTERY

🔴 Advanced Level
Shubham Narute Tutor: Shubham Narute

Syllabus Highlights

  • Image Processing Pipelines with OpenCV
  • Convolution, Max-Pooling & Flattening Layers
  • Computer Vision Architectures & VGG/ResNet
  • Transfer Learning with pre-trained models
  • Real-time Detection workflows using webcams
  • Data Augmentation & Overfitting mitigation
📁 Computer Vision Projects
  • Real-time Face Mask Detection
  • Webcam-based Emotion Recognition System
  • Leaf-based Plant Disease Diagnostic App
Program Outcome Design and train Convolutional Neural Networks for vision systems. Deploy OpenCV detectors locally. Includes certification.
4 Weeks

GENERATIVE AI

🟢 Beginner to Intermediate
Shubham Narute Tutor: Shubham Narute

Syllabus Highlights

  • LLM Architecture: ChatGPT, Gemini & Claude
  • Prompt Engineering (Few-shot, CoT, System prompts)
  • Vector DBs & Embeddings (ChromaDB, Pinecone)
  • RAG (Retrieval-Augmented Generation) setups
  • API key management, rates & costing limits
  • Fine-tuning LLM APIs and temperature metrics
📁 Generative AI Projects
  • Custom RAG Chatbot over PDF / Docs
  • Automated SEO-optimized Article Generator
Program Outcome Build functional text processing pipelines and chatbot systems using top AI APIs. Includes community portal access and certificate.
4 Weeks

AI AGENTS

🔴 Advanced Level
Shubham Narute Tutor: Shubham Narute

Syllabus Highlights

  • LangChain Framework: Agents, Tools & Memory
  • CrewAI Multi-Agent System orchestration
  • Autonomous Decision-Making loops & loops
  • ReAct Framework implementation details
  • Tool Bindings (Google Search, Python Exec, File Ops)
  • Agent Guardrails, Token usage optimization & costs
📁 Autonomous Agent Projects
  • Autonomous Market & Stock Research Agent
  • Multi-Agent Customer Support Auto-Responder Crew
Program Outcome Design and coordinate multiple autonomous AI agents that collaborate to solve complex business operations. Includes certificate.
AI-Powered Admissions

Find Your Perfect Path to Engineering Success

EngineeringPath AI leverages machine learning to predict your MHT-CET State Merit Rank and instantly recommends Safe, Moderate, and Dream colleges based on dynamic admission trends.

Platform Capabilities

Designed with state-of-the-art predictive modules to make your college search organic and transparent.

Rank Prediction

Uses a highly-optimized Decision Tree pipeline to estimate your Maharashtra General Merit Rank with a mean absolute error of just ±20 ranks.

Smart Recommender

Categorizes top government and private engineering colleges into Safe, Moderate, and Dream buckets matching your branch preference.

Profile Matching

Indexes official candidate databases to display actual candidate entries with matching percentile values, giving real-world context.

Interactive 3D UI

Features standard-setting 3D animations rendered in WebGL using Three.js, adding depth and visual excellence directly to your workspace.

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🚀 Courses starts from 1 July. Enroll Now! 🚀