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swati aparaju
Director-level Product Management leader specializing in AI, GenAI, and SaaS
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About
Product leader and former co-founder with hands-on experience shipping enterprise AI products, including Llama-based internal agents, RAG chat interfaces, and workflow automation tools. Has led product, engineering, and data science teams across startups and larger organizations, with a strong track record of mentoring talent and using AI to improve human efficiency rather than replace people.
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Key Strengths
- Built and shipped AI-enabled governance platform with chat and meeting-minutes automation
- Strong human-centered AI judgment focused on augmentation over replacement
- Deep practical knowledge of LLM trade-offs, accuracy limits, and training data quality
- Product leadership across cross-functional teams including product, engineering, data science, and QA
- Scaled and restructured chaotic teams into clearer leadership and mentorship structures
- Proven mentor who developed contributors into tech lead, manager, and product leadership paths
- Identifies operational bottlenecks and turns manual workflows into self-serve product experiences
- Balances security, infrastructure cost, and UX in enterprise AI product decisions
- Experience designing AI transformation strategies with C-suite clients
- Domain breadth across healthcare, benefits administration, governance platforms, and private equity use cases
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