From Beginner to Advanced in Autonomous AI Systems & Intelligent Agents
An actionable, industry-aligned roadmap engineered for career transformation.
Compressed learning cycle for maximum retention and skill acquisition.
Go beyond theory with live coding sessions and real-world datasets.
Build a professional portfolio that stands out to top-tier recruiters.
Industry-recognized credentials to validate your Core expertise.
Introduction to AI Agents: Definition & Types (Goal-based, Learning Agents)
The Evolution of Agents: Chatbots vs AI Agents
Key Components: Tools, Thoughts, Actions, Observations
Introduction to LLMs in Agents
Setup: Python, Virtual Environments, Hugging Face/MindStudio
Prompt Engineering Basics: Crafting Effective Prompts
Mini Project: Build Your First Simple ReAct Agent
Timeline
Phase 7: Build intelligent agents powered by LLMs.
Agent Frameworks Overview: LangChain, LlamaIndex, smolagents, OpenAI Functions
Tool Integration: APIs and Function Calling
Working with Memory and Context in Agents
Framework Deep Dive: LangChain - Building a Basic Assistant Agent
Framework Deep Dive: LlamaIndex for Knowledge-Augmented Agents
Framework Deep Dive: MindStudio (or similar no/low-code agent platforms)
Mini Project: Build a File Management or Data Exploration Agent
Timeline
Phase 8: Enable LLM agents to connect with frameworks, tools, and memory for real-world tasks.
Multi-Agent Systems - Coordination & Communication
Trustworthy, Responsible, and Safe Agent Architectures
Retrieval-Augmented Generation (RAG): Agents accessing real-time info
Agent Observability - Logs, Telemetry, Evaluation
Embedding Custom Tools & Plugins with Agents
Domain-Specific Agents: Customer Service, Healthcare, Finance
Mini Project: Build a Customer Support or Healthcare Agent
Timeline
Phase 9: Advance into multi-agent collaboration, safety, and domain-specific applications.
Deploying Agents on Cloud (Hugging Face, Azure, AWS, Spaces)
Security, Rate-Limiting, and Error Handling
Monitoring and Continuous Improvement
Cost Optimization & Scaling Strategies
Responsible AI: Ethics, Privacy, Compliance, and Auditing
Capstone Project Planning - Choose from real-world project ideas
Capstone Project Execution: Development
Testing, Documentation, and Demo Preparation
Final Project Demo, Peer Review, and Certification
Timeline
Phase 10: Deploy agents to production, ensure scalability, and complete capstone projects with certification.
Learn to build agentic AI systems using the most modern stack in the industry.
Real challenges. Real solutions. Your portfolio will feature these production-grade applications.
Build an agent capable of reasoning and taking actions step-by-step.
Learn More arrow_forwardAnalyze and extract insights from datasets using AI agents.
Learn More arrow_forwardAutomate responses and handle user queries intelligently.
Learn More arrow_forwardDevelop domain-specific decision-making agents.
Learn More arrow_forwardMove beyond simple chatbots to building complex autonomous systems.
| Skill Category | Before Pantech | After Internship |
|---|---|---|
| Skillset | Static prompting and basic LLM API calls. |
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Building autonomous systems with reasoning, tools, and memory.
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| Project Scope | Generic data analysis. |
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Multi-agent systems managing enterprise-scale workflows.
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A step-by-step progression from foundational concepts to production-level scaling.
Mastering the underlying LLM logic and system prompts.
1Coding your first agents with LangChain and LlamaIndex.
2Building multi-agent workflows and complex memory states.
3Deploying, monitoring, and presenting your capstone agent project.
4A comprehensive suite of tools and datasets for mastering Agentic AI.
Access to 30+ records and recorded sessions.
Datasets, presentations, and code files for every project.
Interactive support for debugging and logic building.
Validate your skills with a certificate that carries weight. Our credentials are recognized by leading tech firms across the country.
Unique QR code for instant digital verification
LinkedIn-ready digital credential
Increases visibility in recruiter searches
Official seal from Pantech Solutions
Status
Verified Intern
The certificate acknowledges the learner’s participation in structured training, industry‑oriented project development, and practical implementation under professional guidance.
This is to certify that the learner has successfully completed the Certification Program with Pantech. This professional certification formally recognizes the learner’s achievement, confirming their participation in structured training, guided project work, and practical implementation during the program.
A prestigious joint certification from SVNIT and Pantech. Note: Need to pay extra Rs.500 for service charges.
Select the program that matches your career goals and current expertise level.
1 Month - Rs. 999 + GST
Perfect for beginners. Master the core fundamentals and build your first industry-standard projects.
2 Month - Rs. 1899 + GST
For those with basic knowledge. Deep dive into advanced architectures and professional workflows.
3 Month - Rs. 2499 + GST
Designed for final year students and professionals. Focus on deployment, scaling, and leadership.
Our alumni are driving innovation at the world's most prestigious technology and consulting firms.
"The Faculty Development Program on AI tools was very informative and easy to follow. It clearly explained how different AI tools work and how they can be applied in practical situations. The simple explanations and demonstrations made the concepts easy to understand. For future sessions, adding more hands-on practice and covering real-time applications would make it even more impactful. Overall, it was a well-organized and useful program. Thank you to the organizers and speakers."
FDP Participant
"The three-day Generative AI workshop at TKR College was an outstanding experience. Lakshmi ma’am explained foundational concepts like CNNs and advanced topics such as GANs with clarity and patience. The hands-on projects, including AI-based image generation, made the sessions engaging and practical. Her supportive teaching style helped newcomers build confidence while applying Python and AI techniques to creative tasks. The workshop emphasized real-world applications, combining tutorials with coding sessions, and was highly beneficial for anyone interested in AI and image processing."
Generative AI Workshop Participant
"The industrial visit to Pantech Solutions was a truly successful experience. We gained valuable exposure to advanced topics such as Artificial Intelligence, Machine Learning, and Deep Learning. Shankar Ganesh sir explained the concepts clearly and made the sessions highly interactive, which kept us engaged throughout. It was an insightful and inspiring visit that broadened our understanding of these cutting-edge technologies."
Industrial Visit Participant
Everything you need to know about the AI Internship program.
The internship is available in both Offline and Online modes.
This program is designed for beginners to advanced learners interested in autonomous AI systems.
Yes, participants get lifetime access to downloadable resources and updated records.