Skills & Tools - Ankit Agarwal
Skills: Product
16 years of building products that scale across energy, TIC, and B2B SaaS. From strategy to execution, these are the skills I bring to every product.
- Product Strategy & Vision
- User Research & Empathy
- Stakeholder Management
- Go-to-Market Strategy
- Global Team Leadership
- Cross-functional Collaboration
Skills: AI
Building AI-powered products from ideation to production. Understanding what AI can and can't do, and translating that into real user value.
- AI/ML Product Management
- Prompt Engineering
- LLM Evaluation & Testing
- Hallucination Management
- RAG Architecture
- Fine-tuning Strategy
- AI Guardrails & Safety
- Observability & Monitoring
- Multi-Agent Systems
- On-device AI
- AI Agent Development
- AI UX Design
- Data Acquisition Strategy
- Model Selection & Trade-offs
Tools: Product & Design
The tools I use for product discovery, design, roadmapping, and analytics.
- Figma
- Miro
- Notion
- Roadmunk
- Google Analytics
- Mixpanel
Tools: AI & LLMs
Large language models and AI frameworks I use to build intelligent products.
- Gemini API
- Claude API
- Gemma 3
- CoreML
- TensorFlow
- On-device LLMs
Tools: Computer Vision
Image processing and computer vision tools for building visual AI applications.
- OpenCV
- Pillow
- ImageHash
- Vision Framework
- VisionKit
Tools: Data & ML
Data science and machine learning tools for analysis and model development.
- Pandas
- NumPy
- Streamlit
- MLOps
- Docling
- Hugging Face
Tools: Dev & Infrastructure
Languages, frameworks, and infrastructure tools for building and shipping products.
- Python
- Swift
- SQL
- SwiftUI
- Flutter
- Firebase
- n8n
- Docker
- Git / GitHub
- VS Code
- Antigravity
- Xcode
- Azure DevOps
- Jira
- Confluence