class AIMLEngineer:
name = "MANU KARTHIK K S"
role = "AI/ML Engineer @ Dinoct Solutions (US)"
experience = "2+ years · end-to-end AI/ML delivery on GCP"
certified = ["GCP Associate Cloud Engineer",
"GCP Professional ML Engineer"]
superpower = "Turning business problems into deployed AI products"
def current_focus(self):
return [
"Multi-Agent AI Systems (LangChain · LangGraph)",
"RAG pipelines & LLM fine-tuning",
"MLOps · GPU training · Cost optimisation on GCP",
]
def fun_facts(self):
return ["🎨 I draw", "🎵 I make playlists", "🎮 I game", "☕ I over-caffeinate"]| Metric | Result |
|---|---|
| 🤖 CRM Chatbot (Vertex AI + Cloud Run) | 67% ↓ customer response time · 1K+ queries/day |
| 🏥 Medical NLP Summarizer (TF + Vertex AI) | 40–70% ↓ doctor review time |
| 🔍 Audit Automation System | 60% ↓ audit time · 75% ↓ false positives · ~$30K/yr saved |
| 🛡️ Cybersecurity Assistant | 50% ↓ incident response · 50% workload reduction |
| ⚡ GPU Spot Instance Optimisation | ~40% ↓ ML training costs |
🤖 AI / ML
Concepts: RAG · LLMs · Prompt Engineering · Fine-tuning · NLP · Multi-Agent Systems · Model Evaluation
☁️ Cloud & MLOps
GCP Services: AutoML · Pub/Sub · Cloud SQL · Cloud Storage · IAM · Compute Engine
💻 Languages & Dev Tools
| Certification | Issuer | |
|---|---|---|
| ☁️ | Associate Cloud Engineer | Google Cloud |
| 🤖 | Professional Machine Learning Engineer | Google Cloud |
- 🥇 Best AI/ML Engineer — Dinoct Solutions
- 🚀 TinkerHub Tech Lead — Associated with a campus learning platform adopted by 10,000+ students
- 📐 IEEE Xtreme Mentor — Trained 100+ students in competitive programming
- 🔌 IoT Mentor / Coordinator — Supported 250+ learners
Malayalam (Native) · English (Full Professional) · Tamil (Professional) · Hindi (Professional)
"Ship fast. Learn faster. Let the model do the heavy lifting."