Freelance · Edulateral Foundation / Intel Unnati / NSE Academy / Bajaj Finserv / Naan Mudhalvan

• Trained 10,000+ students and professionals across SRM University, Joy University, AVIT, and more
• Delivered Machine Learning instruction — supervised/unsupervised learning, model evaluation, end-to-end pipelines
• Conducted hands-on Cybersecurity workshops — SOC, SIEM, MITRE ATT&CK, incident response, KQL
• Delivered Advanced Python at SRM IST Chennai for AI/ML batch of 100+ students
• Delivered CCNA-aligned Networking — OSI, TCP/IP, subnetting, VLANs, routing, Cisco Packet Tracer
• Maintained 4.4/5 average participant feedback rating across all programs
• Represented Intel Unnati and Edulateral Foundation for industry-academia programs

LTM · OCI Generative AI & Agentic Systems Program · Kalinga Batch

• Delivered a comprehensive Oracle Cloud Infrastructure (OCI) AI curriculum spanning Oracle business processes, SQL/PL-SQL, Python, Machine Learning, Deep Learning, and Generative AI
• Guided learners through three capstone projects: a fine-tuned domain-specific LLM chat assistant, a multi-agent AI system for document lookup/code analysis, and an enterprise AI assistant & automation platform
• Delivered training on Oracle APEX low-code application development integrated with OCI Generative AI Services (chat, summarization, embeddings, RAG)
• Covered LangChain, LangGraph, Semantic Kernel, and MCP (Model Context Protocol) for agent orchestration, tool-calling, and multi-stage chaining
• Taught Transformer architectures (BERT/GPT/T5), LoRA/PEFT/Q-LoRA fine-tuning, quantization, and knowledge distillation for efficient LLM deployment
• Covered Docker & Kubernetes (OKE), OCI Object Storage/Functions/Compute, and AI ethics & responsible AI practices

Shivoraa · Chennai, India (Remote)

• Full-stack web apps using Flask & FastAPI with HTML/CSS frontends
• Cross-platform mobile apps using Flutter and Python Kivy
• Integrated OpenAI API, Gemini API, and N8n into production automation workflows
• Applied vibe coding methodology — AI-assisted development to ship production-ready apps faster
• Built REST APIs and enterprise backend systems using Spring Boot
• Implemented CI/CD pipelines via GitHub/GitLab across all deliverables

Tata Consultancy Services · Full-time · 1 yr 5 mos · Greater Chennai Area (Hybrid)

• Developed and maintained mobile application backend systems for enterprise clients
• Built scalable REST APIs using Spring Boot for high-traffic mobile applications
• Collaborated with cross-functional teams to deliver production-grade backend services
• Implemented CI/CD pipelines and maintained code quality across agile sprints

AICTE NEAT · Internship · 3 mos · Remote

• Gained hands-on exposure to cybersecurity fundamentals and threat analysis
• Worked on network security concepts and vulnerability assessment practices

AICTE NEAT · Internship · 3 mos · Remote

• Hands-on training on AWS cloud services — EC2, S3, IAM, Lambda
• Deployed cloud-based applications and explored serverless architecture