Experiences

Key Responsibilities

• Reduced jewelry design turnaround from days to minutes by building AI agent workflows using Vercel AI SDK with observability via Langfuse.
• Built an interactive jewelry design canvas using React + XYFlow enabling credit-gated editing and real-time agent-driven design iteration.
• Developed a Redis queue pipeline generating 70+ product images per client batch in under 5 minutes.
• Built a multimodal inventory search enabling queries by image or text, both vectorized and ranked against a Milvus DB via cosine similarity with AI image tagging to enrich retrieval. Achieved sub-1.5s search across 25,000+ images using gemini-embedding-2-preview and a semantic reranker.
• Built a RAG-based persistent memory system using user-scoped vector embeddings in Milvus to continuously learn and refine personalized jewelry design preferences across sessions. Optimized ANN-based embedding retrieval to sub-80ms latency
• Used General Translation to ship multilingual app experiences for international clients.
• Improved reliability and performance across microservices deployed with Docker, Firebase, and GCP.
• Deployed multiple services on Cloud Run with end-to-end CI/CD pipelines managed via Coolify.

Key Responsibilities

• Got deep into fine-tuning LLMs on low-resource Indian languages using Unsloth, containerizing models with Docker, self-hosting them on servers, and exposing them as public APIs.
• Used the Brave Search API to give the bot real-time information from the web.
• Scaled the system to 500+ users and contributed to deployments for public sector use.
• Project work was featured in regional newspapers.

Key Responsibilities

• Built internal ERP modules for billing, vendor, and project tracking used by construction operations.
• Developed semantic project document search using RAG pipelines with OpenAI embeddings and vector databases for construction drawings, BOQs, and reports.
• Optimized API performance and database queries improving internal tool response times and reliability.

Key Responsibilities

• Developed websites and systems for clients and maintained existing platforms.