Build Systems. Not Just Models.
Transform into a job-ready AI / LLM Engineer with real production experience. Mentor-led and engineering-first — not theory, not tool demos.
Not a theorist. An engineer. Srinivas has spent 25 years building production software at Fortune 500 companies across the US — Fannie Mae, Capital One, Comcast, and T-Mobile — before founding SinirTech Academy in Mysore.
He is an active builder of production-grade agentic systems, multi-agent platforms, RAG pipelines, MCP servers, healthcare AI platforms, and cloud-deployed AI applications — the same systems you will build in this program.
Mentor-led, engineering-first — focused on building real production AI systems used in industry. Not tool demos, not theory slides.
Most courses teach you to use tools. We teach you to build systems that go to production — systems like the 9 real AI applications built by your instructor.
From Python foundations to deploying multi-agent AI systems in production — a structured, engineering-first progression.
These are real systems built by Srinivas — not sample apps. You will build similar systems during the program. Each one is a blueprint for your portfolio.
LLM-driven chunking (GPT-4.1-nano) across 32 documents. 159 chunks stored in ChromaDB with t-SNE visualizations. Query rewriting + LLM reranking (top 10–20 retrieved) for superior retrieval accuracy. A blueprint for every RAG system you'll build in this program.
Autonomous research assistant using OpenAI Agents SDK with Planner, Search, Writer, and Email agents. Parallel async web search via MCP servers; real-time progress tracking through Gradio UI. Automated HTML email delivery via SendGrid with full markdown report synthesis.
4 AI trader agents (value/growth/systematic/crypto) on GPT, DeepSeek, Gemini, Grok. MCP servers via FastMCP for buy/sell ops. Gradio dashboard with real-time P&L, holdings, and agent logs.
FastAPI + AWS Bedrock (Amazon Nova) with session memory. Next.js 16 + React 19 frontend on S3/CloudFront. Terraform IaC for fully serverless deployment with jailbreak protection.
6 specialized agents (Verification, Fetch, Analysis, Evidence, Decision, Notification). 20+ function tools with input/output guardrails for PII, SQL injection, and policy compliance. SSE streaming frontend.
Spring Boot 3.5 + Java 17 backend with FHIR R4. LSTM clinical NLP (ICD-10 coding), GPT-4o-mini, drug interaction checker. Angular 18 frontend with Razorpay + Bluetooth POS payments.
Compared 17 regression algorithms on 5,000 fire incidents. MLP Regressor achieved R²=90.48%, RMSE=15.61 ha. Full-stack Next.js dashboard + FastAPI backend with real-time predictions.
Real-time face detection and recognition pipeline using CNN-based embeddings (FaceNet). Attendance and identity verification with high accuracy on live video streams.
Collaborative filtering and content-based recommendation engine on large movie datasets. Deployed via Flask REST API with interactive UI for personalized recommendations.
Real engineers. Real outcomes. Real AI careers launched from Mysore.
Built my first production RAG system in 6 weeks. The engineering depth here is unlike any online course — Srinivas shows you how things actually work at scale, not just how to copy-paste code.
The multi-agent project alone got me three interview calls. Having a deployed, live portfolio made all the difference. Landed my AI role within 3 months of completing the program.
Coming from a non-CS background, I was worried. The structured curriculum and 25 years of mentor experience made it approachable AND deep. Exactly what a career switcher needs.
A clear, structured path from zero to production AI engineer — in 4 steps.
Start with Python, Machine Learning, Deep Learning, and LLM engineering. No prior AI experience needed — we build your foundation from scratch.
Apply everything hands-on — RAG pipelines, multi-agent systems, APIs, and agentic workflows. Each project mirrors real industry systems.
Deploy your systems live — on GitHub with working demos, on AWS, and in production-grade environments. Your portfolio is real and verifiable.
Mock interviews, resume & LinkedIn optimization, and 25+ years of industry mentorship position you to land AI Engineer, LLM Engineer, or AI Developer roles.
Whether you're starting fresh or switching careers — this program is engineered for people who want to build, not just watch.
Already coding? Add AI/LLM engineering to your skillset and unlock a new career tier with real production systems.
Graduate job-ready with a real AI portfolio and live demos that stand out in every interview and campus placement.
Transitioning to AI? Learn the engineering fundamentals and build the portfolio that proves your readiness to employers.
From portfolio to placement — we build engineers, not just students.
Have questions about the program? Ask our AI assistant — powered by SinirTech Academy.
Start your AI career transformation today — only a few seats left for this batch.
Join the next cohort of production AI engineers. Trained by a mentor with 25 years of real industry experience and 9 production AI systems built.