Architected a reproducible ReAct-style research agent integrating MCP HTTP tool suites, dynamic web retrieval, typed schema validation, and persistent memory logging.
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MIHIR SUHANDA
AI Engineer • Agentic Systems & ML Specialist
2+ YRS INDUSTRIAL RIGOR
01 Executive Profile
AI Engineer specializing in production machine learning, autonomous agentic workflows (Model Context Protocol & PydanticAI), and high-throughput RAG architectures. Backed by AI engineering specialization at Saras AI Institute (Grade A) and 2+ years of mission-critical engineering execution at Toyo Engineering. Bridges high-reliability industrial systems design, automated data pipelines, and scalable cloud deployments (AWS, Docker, FastAPI).
95%+
Model Accuracy
8.74
B.E. CGPA Rigor
11+
Built Systems
2+ Yrs
Industrial Engg
02 Flagship AI & Agentic Systems
Built an enterprise-grade inference API achieving 95%+ accuracy with real-time risk scoring, feature engineering pipelines, and Docker deployment.
Speak with the PDF (Contextual RAG Assistant)
2025
Engineered a dense vector embedding pipeline with chunking optimization and semantic retrieval, enabling natural-language querying over complex technical documents.
AWS Serverless Wealth Robo-Advisor & Decision Logic
2025
Deployed an event-driven AWS serverless architecture delivering personalized portfolio allocations, integrating ML risk scoring models and AWS Lambda.
Designed a CLI music manager with role-based access control and database-backed CRUD features, demonstrating robust backend architecture.
Interactive web application for intelligent travel itinerary planning, geolocation filtering, and real-time destination route management.
03 Professional Experience
Project Engineer (Instrumentation & Automation)
JUL 2024 — PRESENT
Toyo Engineering India Ltd · Mumbai, India
- Spearheaded engineering execution on mega-scale EPC packages including the VGO-HDT unit and Ammonia Storage Tanks (2 × 20,000 MT AST), ensuring strict compliance and safety standards.
- Streamlined instrumentation & automation workflows, reducing inter-team rework by 18% and accelerating cross-functional alignment across 5+ stakeholder groups.
- Enforced strict fail-safe reliability standards and data integrity across complex control loops in high-pressure project delivery environments.
04 Education & Credentials
AI Engineering Specialization
Saras AI Institute
B.E. in Instrumentation Engineering
VESIT · Mumbai University