Architecting Production-Grade GenAI & High-Impact Data Systems
I am a Product-focused AI Engineer (IIT/IIM Alumnus) with 6+ years of experience. My expertise lies in building Agentic Workflows and Voice AI that don't just work in notebooks, but deliver measurable business results in production environments.
Key Impact: Automated 50% of complex operational workflows for Fortune 500 clients by bridging the gap between engineering and business strategy.
| AI & Engineering | Product & Cross-Functional |
|---|---|
| Generative AI: LangGraph, RAG, Claude Opus 4.5, Gemini 3.0 | Product Analytics: Segment, Amplitude, A/B Testing |
| Voice AI: LiveKit, ElevenLabs, Deepgram | Infrastructure: AWS (Lambda, Step Functions), Docker |
| Machine Learning: XGBoost, LightGBM | Data Strategy: ETL Pipelines, Tableau, SQL (Advanced) |
- The Build: Architected a multi-agent system to automate complex BI reporting for US Banks.
- Product Impact: Collaborated with analytics stakeholders to reduce manual data retrieval by 40%, saving 20+ hours/week.
- Tech: Python, LangGraph, FastAPI.
- The Build: Deployed a low-latency voice interface using LiveKit and Deepgram.
- Product Impact: Partnered with customer success teams to deflect 50% of Tier-1 calls, significantly lowering operational overhead.
- Tech: LiveKit, ElevenLabs, STT/TTS Integration.
- The Build: Spearheaded the restructuring of event tracking across Segment and Amplitude.
- Product Impact: Worked cross-functionally to eliminate data discrepancies by 40%, enabling accurate user journey mapping and informed roadmap decisions.
- Tech: SQL, Segment, Amplitude.
- Cross-Functional Communication: Proven track record of translating complex AI constraints into actionable roadmaps for Product Leaders and Business Stakeholders.
- Production Excellence: Focused on 99.9% API uptime and 30% reduction in model latency for enterprise-grade deployments.
- Cost Efficiency: Optimized AWS serverless pipelines, reducing cloud compute costs by 25%.
I am a Stamped H1B Holder ready for transfer or travel for US-based and global remote roles.
- π§ Email: sandesh.keshwani@gmail.com
- πΌ Looking for: Senior AI Engineer / AI Product Architect roles.

