Home › Residential 2026 › ASCEND — Python Full Stack + AI ← All 2026 residential programs
ASCEND — Python Full Stack + AIPython-powered full-stack with 9 parallel tracks from Day 1 — AWS, DevOps, AI/ML, Generative AI, Agentic AI and Security. Production-deployed real-time projects.
🚀 Built on AI, Multi-Cloud & Cyber Security
AI / Machine Learning, Generative AI, Agentic AI, Multi-Cloud (AWS + Azure + GCP) and Cyber Security all run as core parallel tracks from Day 1 — you ship real projects across every pillar.
🧠 AI / ML ✨ Generative AI 🤖 Agentic AI ☁️ Multi-Cloud 🛡️ Cyber Security
AI · Multi-Cloud · Cyber Security — Core Pillars of This Program
🧠 AI / Machine Learning
scikit-learn · XGBoost · LightGBM · SHAP
PyTorch · YOLOv8 · BERT fine-tuning
MLflow · ONNX Runtime · model serving
SageMaker pipelines + deployment
✨ Generative AI
OpenAI GPT-4o · AWS Bedrock (Claude / Llama)
RAG: LangChain + Pinecone / pgvector
Prompt engineering · RAGAS evals · Guardrails
QLoRA fine-tuning · VLLM production serving
🤖 Agentic AI
LangChain LCEL · LangGraph stateful agents
CrewAI · AutoGen multi-agent systems
MCP custom server + tool calling
Autonomous software-engineer agent project
☁️ Multi-Cloud (AWS + Azure + GCP)
AWS: IAM · EC2 · EKS · Lambda · S3 · RDS
Azure: AKS · Functions · Entra ID · Blob
GCP: GKE · Cloud Run · BigQuery · Pub/Sub
Terraform IaC · multi-cloud networking · FinOps
🛡️ Cyber Security
OWASP Top 10 · Burp Suite · Nmap · Wireshark
SAST/DAST/SCA in CI: Semgrep · Snyk · Trivy · ZAP
VAPT + professional penetration-test report
Splunk SIEM · MITRE ATT&CK · incident response
🔐 Cloud Security
Zero Trust · IAM least privilege · HashiCorp Vault
CSPM: Prisma Cloud · Wiz CNAPP · container scanning
SOC2 · ISO27001 · PCI-DSS compliance
KMS / Key Vault encryption · DevSecOps gates
4-Month Progressive Curriculum
Month 1 · Wks 1–4
Foundations Sprint
Python OOP · Django · AWS IAM+EC2+S3 · Docker · GitHub Actions · scikit-learn+GPT-4o from Wk1 · Pandas EDA · OWASP Top10 · GuardDuty · Prometheus+Grafana
Month 2 · Wks 5–8
Intermediate Depth
FastAPI · DRF+JWT+Celery · AWS Lambda+ECS+EKS · K8s+Helm · XGBoost+MLflow · LangChain RAG+Pinecone · VAPT+Pentest · DevSecOps pipeline · Vault secrets
Month 3 · Wks 9–12
Advanced Engineering
PyTorch+CV+BERT · SageMaker Pipelines · Terraform+ArgoCD · PySpark+Airflow+dbt · LangGraph+CrewAI · Splunk SIEM+MITRE ATT&CK · Zero Trust+CSPM
Month 4 · Wks 13–16
Production + Capstone
QLoRA Fine-tuning+VLLM · Multi-cloud Bedrock · Full GitOps · Full Pentest Report · SOC2+ISO27001 evidence · Capstone AI-Powered SaaS · DSA 140 problems
9 Parallel Tracks — All From Day 1
🐍 Python Full Stack
Django ORM · DRF · REST APIs · Admin
FastAPI async · Pydantic v2 · Celery+Redis
React 18 · Next.js 14 App Router · Redux Toolkit
WebSockets · GraphQL · Stripe · PDFKit
☁️ AWS Cloud
IAM · EC2 · S3 · RDS · Lambda · ECS · EKS
SageMaker · Bedrock · Kinesis · CloudFront
CloudWatch · CloudTrail · Config · WAF
GuardDuty · Security Hub · Inspector · Macie
⚙️ DevOps + GitOps
Docker multi-stage · K8s · Helm · GitHub Actions
ArgoCD · Flux · Terraform · Karpenter · Falco
Prometheus · Grafana · ELK Stack · Jaeger
LitmusChaos · Backstage IDP · Dagger CI/CD
🤖 AI / ML
scikit-learn · XGBoost · LightGBM · SHAP
PyTorch · ResNet50 · YOLOv8 · BERT fine-tuning
MLflow · Seldon Core · Evidently · ONNX Runtime
VLLM · QLoRA fine-tuning · Guardrails · LangFuse
📊 Data Science
NumPy · Pandas · Polars · DuckDB
PySpark · Apache Airflow · dbt · BigQuery
Kafka · Delta Lake · Feast feature store
Tableau · Power BI · Recharts · Streamlit
🦾 Agentic AI
LangChain LCEL · LangGraph stateful agents
CrewAI · AutoGen · Mastra TypeScript framework
Pinecone · Weaviate · pgvector hybrid search
MCP custom server · LangFuse LLMOps · RAGAS
🔐 Cyber Security
OWASP Top 10 · Burp Suite · Nmap · Wireshark
Metasploit · Nessus VAPT · Kali Linux
Splunk SIEM · MITRE ATT&CK · Incident Response
Professional Pentest Report · Bug Bounty
🛡️ Cloud Security
Zero Trust Architecture · IAM least privilege
HashiCorp Vault · Prisma Cloud CSPM · Wiz CNAPP
DevSecOps: SAST+DAST+SCA+container scanning
SOC2 Type II · ISO27001 · PCI-DSS compliance
💻 DSA + System Design
140 LeetCode: 90 Easy · 45 Medium · 5 Hard
8 System Designs: Twitter · Uber · Netflix · WhatsApp
20 Behavioral STAR answers ready
Mock OA × 4 in final month
12 Real-Time Industry Projects
01
E-Commerce + AI Recommendations
Django · React · scikit-learn · GPT-4o · AWS WAF+GuardDuty · GitHub Actions CI
Full Stack Dev · Cloud Engineer · AI Developer
02
Hospital Management + Security Audit
Django · DRF · React · Socket.IO · GPT-4o · Twilio · Burp Suite VAPT Report
Full Stack · Healthcare Tech · Security Analyst
03
DevSecOps Pipeline on EKS
GitHub Actions · Bandit · SonarQube · Trivy · OWASP ZAP · Helm · Prometheus+Grafana
DevSecOps Engineer · Platform Engineer
04
Serverless RAG Chatbot on AWS
AWS Lambda · API Gateway · Pinecone · LangChain · Cognito+MFA · Terraform
Cloud Engineer · Serverless Developer · AI Eng
05
Fraud Detection + MLOps Pipeline
XGBoost · SMOTE · MLflow · FastAPI · HashiCorp Vault · SageMaker · BullMQ
ML Engineer · MLOps · FinTech Developer
06
Medical AI Platform with SIEM
PyTorch · YOLOv8 · ONNX · SageMaker · Splunk SIEM · AWS KMS · ArgoCD EKS
ML Engineer · Healthcare AI · Cloud Security
07
Retail Analytics + LangGraph Agent
PySpark · kafkajs · Airflow · dbt · BigQuery · LangGraph · Elastic SIEM · GuardDuty
Data Engineer · Analytics Engineer · AI Dev
08
Autonomous Software Engineer Agent
LangGraph · CrewAI · Claude Sonnet · Vitest · ESLint Security · LangFuse · EKS+Falco
AI Engineer · Agentic AI Developer
09
Enterprise Secure RAG Assistant
LangChain · Vercel AI SDK · Pinecone · NestJS SSE · Cognito+MFA · RAGAS · LangSmith
LLM Engineer · Full Stack AI Developer
10
Cloud Penetration Test Report
Kali Linux · Metasploit · Burp Suite · Pacu · ScoutSuite · CloudSploit · OWASP ZAP
Penetration Tester · Cloud Security Engineer
11
Cloud Compliance Architecture
Terraform · Prisma Cloud · Wiz CNAPP · InSpec · SOC2 · ISO27001 · Audit Manager
Cloud Security Architect · GRC Analyst
12
⭐ Capstone: AI-Powered Secure SaaS Platform
All 9 tracks integrated · NestJS+Next.js+Stripe · VLLM+Mastra · Terraform · SOC2 · Full CI/CD
Senior Full Stack · AI Engineer · Cloud Security · DevSecOps
Months 5–6 · Expert-Level AI Projects
13
QLoRA Fine-Tuned Domain LLM
Unsloth · TRL SFTTrainer · DPO · RLHF · VLLM serving · HuggingFace Hub demo
LLM Engineer · GenAI Engineer
14
Voice-Enabled AI Assistant
Whisper STT · ElevenLabs TTS · FastAPI · LangChain · real-time audio streaming
AI Engineer · Voice AI Developer
15
AIOps Observability Platform
Prometheus · Grafana · Isolation Forest anomaly detection · GPT-4o runbook generator
SRE · AIOps Engineer
16
AI-Powered SecOps Platform
Splunk AI · Microsoft Sentinel SOAR · MITRE ATT&CK · LLM threat-intel enrichment
SecOps Engineer · SOC Analyst
17
Agentic Data Pipeline Orchestrator
LangGraph · Mastra · MCP (BigQuery + Airflow tools) · Great Expectations auto-repair
Agentic AI Data Engineer · DataOps
18
⭐ Extended Capstone: Autonomous AI Platform
LangGraph AI-operated multi-cloud infrastructure · SOC2 evidence · FinOps 30%+ savings
Senior DevOps · SRE · AI Platform Architect
Target Certifications
AWS SAA-C03 Certified Kubernetes Administrator CKA CompTIA Security+
HashiCorp Terraform Associate AWS Security Specialty SCS-C02 Offensive Security OSCP
DeepLearning.AI MLOps Specialization AWS Developer DVA-C02
Python Full Stack in Hyderabad · Ameerpet
Python Full Stack + AI training at Cloud Soft Solutions, Ameerpet — Hyderabad (2 minutes from Ameerpet Metro). 6-month residential, live-in program with classroom + India-wide online batches, 9 parallel tracks and 18 real AI projects, plus referrals to 200+ Hyderabad hiring partners across HITEC City, Gachibowli and Madhapur. Placement support included; placement is not guaranteed and depends on individual performance.
Python Full Stack course in Hyderabad Python Full Stack residential training in Ameerpet, Hyderabad Python Full Stack course with placement in Hyderabad Python Full Stack classroom + online training Hyderabad best Python Full Stack institute in Hyderabad Python Full Stack residential course Hyderabad 2026