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Python & Data Analytics
Hands-on training in Python programming and data analytics for practical, real-world problem solving.
● Practical technology learning
Practical AI, Python & Data Science Training for Colleges and Teams
I design and deliver hands-on training in Python, data analytics, machine learning, deep learning and generative AI. Programmes can be tailored for colleges, faculty-development initiatives, training providers and corporate learning teams.
Learn
by doing.
by doing.
Practical · Clear · Applied
Python & data01
Machine learning02
Generative AI03
Build understanding → capability
Python ✦Data analytics ✦Machine learning ✦Deep learning ✦Generative AI ✦Faculty development
01 / About
Clear explanations, practical learning.
Trainer · Researcher · Mentor
I hold an MCA and an M.Tech in Computer Science from JNTUH, qualified APSET-2021 in Computer Science and Applications, and am pursuing a Ph.D.
My training combines clear explanations with practical exercises, projects and structured assessment. I have completed NPTEL courses in Deep Learning, Machine Learning, Research Methodology in Natural Sciences, and Python for Data Science.
My selected research publications and DOI links are available below. I welcome conversations with colleges, faculty-development teams and organisations planning applied technology learning.
02 / What I teach
Hands-on training, tailored to you.
Custom programmes for colleges, faculty-development initiatives, training providers and corporate learning teams.
Machine Learning & Deep Learning
Workshops covering core ML and DL concepts, from foundations to applied model building.
Generative AI Fundamentals
Practical sessions on generative AI concepts, tools and responsible real-world usage.
Faculty Development & Mentoring
Faculty development, curriculum support and structured learner project mentoring.
03 / How it works
From discussion to delivery.
A clear process so each programme is built around your learners, goals and constraints.
Needs discussion
We discuss your learners, goals and constraints to scope a suitable programme.
Tailored curriculum
A curriculum is designed around your audience and intended learning outcomes.
Hands-on delivery
Sessions use exercises, projects and guided practical work.
Feedback & next steps
We review outcomes, gather feedback and plan practical next steps.
04 / Selected publications
Research & writing.
Selected research publications with DOI links.
Intelligent Traffic Flow Prediction: CNN-LSTM Hybrid with Marine Predator Algorithm
ICCCTEE 2025
Optimized Traffic Flow Prediction Using Sparrow Search Algorithm and LSTM
ICCRTEE 2025
Risk-Adapted Breast Cancer Screening: DOT + Ultrasound with AI
ICMLAS 2025
Smart Traffic Management: IoT-Driven GS-SVM
ICCCSMD 2024
Enhancing IoT Security: Explainable Deep Learning Intrusion Detection
ICCCSMD 2024
05 / Selected learning
Always learning, always sharing.
Course certificates and academic qualifications.
Deep LearningNPTEL · IIT Madras · 2022
Introduction to Machine LearningNPTEL · IIT Kharagpur · 2022
Research Methodology in Natural SciencesNPTEL · IIT Madras · 2024
Python for Data ScienceNPTEL · IIT Madras · 2024
For MBA & PGDM
Business analytics, learned by doing.
A practical Excel-to-Power BI workshop for management cohorts. Participants work through a business case, interpret key metrics and present a data-backed recommendation.
Frame a business question
Work with a marketing, finance, sales or operations case and identify the decision the data should support.
Analyse with Excel
Organise the dataset, calculate useful measures and compare performance across relevant categories.
Build a Power BI view
Turn selected measures into a clear dashboard and practise reading trends and differences.
Present a recommendation
Explain the evidence, note assumptions and communicate a practical next step to a management audience.
06 / Enquiry
Let’s plan a practical training programme.
Share a few details about your audience, goals and timeline; I’ll use them to understand the training you’re exploring.
Request a training proposal
Open enquiry form ↗The enquiry form opens securely in Google Forms in a new tab.
07 / Let’s connect
Discuss a training programme.
Whether you’re planning a college workshop, faculty-development initiative or corporate learning programme, I’d be glad to discuss your needs.
Contact directly
Share your audience, preferred topics and tentative timeline.
Professional links
Connect for training enquiries, collaboration and updates.