??? tip "Portfolio Best Practices" (don't include this section in the final portfolio) This is a simplified example template. When creating your own portfolio:
- Include detailed technical challenges and how you solved them
- Add specific metrics and KPIs that demonstrate impact
- Show code snippets of interesting implementations
- Include architecture diagrams and system designs
- Document your decision-making process
- Highlight your specific contributions to the project
- Add visuals of the final product (if possible)
Case Study Summary
Client:
Industry:
Role:
Impact Metrics:
- <PRIMARY KPI 3 (e.g., <2s latency)>
The Challenge
<2–3 sentences on the before-state: pain, constraints, and stakes. Mention data sources, scale, and business urgency.>
The Solution
→ Implementation
<2–4 sentences summarizing the solution strategy. Name the core stages (e.g., ingestion → processing → modeling → serving), key patterns (e.g., RAG, clustering, fine-tuning), and how it integrates with existing workflows.>
→ Solution Architecture
Short caption describing the architecture or link to a higher-resolution diagram.
→ Tech Stack
- Infrastructure:
- Data Platform:
- CI/CD:
- Containerization:
- Backend:
- Modeling:
- Vector Index:
Key Learnings
: : : :
Measurable Impact
-
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