Empower & KVK — Surat | Govt. of Gujarat Guest Faculty — Technical Training (PMKVY)

Delivered DBMS, C/C++, SQL, and FoxPro training under government skill programs; managed admissions and generated reports using SSRS and Crystal Reports. Administration  Hiring Hr working admition,

IL&FS Education & Technology Services — Surat | Govt. of Gujarat Project Manager — Technical Support (EdTech)

• Managed Gujarat’s Gyankunj Smart Class initiative; handled web app upgrades, Hyper-V systems, and reporting via SQL/Crystal , Reports for primary school education.

SSM Infotech Solutions Pvt. Ltd — Surat Senior System Engineer Cum Logistics management (SCM)

Delivered custom industrial data logging and E-Logbook systems for enterprise clients (Vedanta, BARC, GAIL, Rallis), digitizing plant ,operations and ensuring instrument traceability.

Karma Lab & Plausibility Solutions — Remote Product Development Manager — AI/ML Web Solutions

• Developed full-stack AI web applications using Python/Flask; implemented deep learning image classification with transfer learning and data augmentation for improved accuracy. • Designed conversational agents using ChatGPT and LLMs; integrated SageMaker for model serving and inference at scale.

SHIVA AI LLP & EZ LLM / Persist Ventures — Remote | Jan 2023 – Jan 2025 AI/ML Researcher & Startup Founder (SaaS)

• Built enterprise AI systems using LangChain, LangGraph, LlamaIndex, N8N, and MuleRun; integrated no-code RAG/Agent chatbot frameworks with Azure, Ollama OCR, and Unity Catalog. • Managed full ML lifecycle: experiment tracking (MLflow), model versioning, hyperparameter tuning; reduced API response time by 20% via data sanity flow integration. • Developed and pitched startup MVP at Persist Ventures accelerator; led idea validation, product development, go-to-market planning, and fundraising preparation.

Confidential (Product Space) — Remote (USA) | Jan 2025 – Jun 2025 Senior AI Engineer & Product Manager

• Led end-to-end product development of Generative AI solutions: RAG chatbots, AI voice-sync, speech prosody tools, music generators, and medical AI agents (Cardiomyopathy diagnosis workflow). • Defined product roadmaps, conducted user research, and implemented scalable LLMOps pipelines for training and deployment of open-source LLMs (GPT, LLaMA, BERT). • Benchmarked and fine-tuned pretrained transformers; integrated multi-agent systems with REST APIs and front-end prototypes; explored 6G + Network Theory for next-gen telecom AI.

Regenerative AI — Remote (USA) | Aug 2025 – Sep 2025 Senior AI Architect & product management

• Defined scalable AI architecture strategies aligned with enterprise business objectives; led technical direction for data science and engineering teams across product, software, and data functions. • Designed and deployed enterprise Generative AI systems using LangChain, Ollama, and SageMaker; built multilingual RAG pipelines (PDF, Excel, CSV) improving cross-data accessibility. • Reduced ML API latency by 20% and implemented inverse prediction pipelines, achieving 32% improvement in material prediction accuracy. • Delivered Agentic AI models (AGNO, PageIndex) enabling autonomous decision-making; architected multi-cloud deployments (AWS, GCP) supporting AMD/NVIDIA/Intel CUDA hardware. • Enhanced model explainability with XAI dashboards (SHAP, LIME) and ensured compliance with ethical AI and data governance standards. Senior AI Engineer

Confidential Remote (germany ) | Jan 2026 – Jun 2026 AI Product Management

Led end-to-end product development of Generative AI solutions: RAG chatbots, AI voice-sync, speech prosody tools, music , full stack ai agent llm chatbot n8n make etc generators, and medical AI agents (Cardiomyopathy diagnosis workflow). • Defined product roadmaps, conducted user research, and implemented scalable LLMOps pipelines for training and deployment of open-source LLMs (GPT, LLaMA, BERT). • Benchmarked and fine-tuned pretrained transformers; integrated