Ashutosh Dongare

Skilled in architecting scalable Generative AI systems and operationalizing them across cloud and on-premise platforms. Experienced in leading end-to-end solution delivery—from concept to production—while driving innovation and delivering measurable business outcomes.

Key Projects and Achievements

• Wind Turbine Troubleshooter – Enbridge Inc. USA
  Architected a Specialized RAG solution designed to present step-by-step troubleshooting procedures, addressing a unique diagnostic challenge for field technicians. This solution cut resolution time and system downtime by 50%, a significant gain for Energy operations.
• Analytics of Market Survey Videos – Nissan USA
  Crafted a Video Analytics solution using Google’s Gemini Pro 1.5 large-context models to automatically extract insights from long-form video content. This approach accelerated analytics delivery by 6–8 months and achieved 50–60% cost savings compared to manual video review workflows.
• EY ARGT – Agentic GenAI Solution – EY USA
  Designed and developing the Automated Solution Generator to streamline internal software solutioning at EY. Leveraged an agentic GenAI architecture to automate the intake, analysis, and drafting of solution proposals based on business demand. The Solution is expected to reduce the manual effort of Solution Creation by 50% and improve turnaround time for initial solution drafts by over 70%.
• EY Atlas - KG RAG with Model Fine Tuning – EY USA
  Designed and developed a Knowledge Graph RAG system incorporating EY domain finetuned LLM and Embedding models to enhance Atlas RAG responses. Leveraged RAGAs evaluation framework to iteratively optimize performance, achieving an average score of 95% across key metrics.
• Gen AI Interviewer - Tech Mahindra Ltd
  Architected a fully autonomous, voice-enabled interview platform that assists the hiring process from automated scheduling and resume scoring to intelligent candidate Evaluation. The system also Integrates video-based facial recognition ensures candidate verification and integrity. Leveraged Llama 3.1, deployed on-prem via vLLM.
• Gen AI Auditor – Tech Mahindra Ltd
  Architected an agentic AI system using LangGraph and CrewAI to simulate IT, system, and process audits. The platform evaluates audit artifacts against defined compliance checkpoints, performs gap analysis, and provides actionable feedback to audit-facing teams. This significantly reduces manual review cycles, improves the quality and completeness of audit evidence, and enhances overall audit readiness — resulting in faster, smoother, and more successful audits.
• UVO Enterprise Chatbot – Tech Mahindra Ltd
  Transformed Tech M’s internal HR bot with GenAI-based RAG for 50k+ employees provides omni- channel experience through MS teams, Web and Mobile.
• K2 Humanoid Robot - Tech Mahindra Ltd
  Engineered life-size Humanoid robot using early NLP and Microcontrollers. K2 was showcased across Tech Mahindra events as HR Co-Bot. Improved employee engagement with proactive speech, Face Recognition and autonomous movement.