Bansari Kikani

Creative and research-driven AI/ML Engineer passionate about developing intelligent automation systems, metalearning pipelines, and agentic architectures. Experienced in applying machine learning to diverse domains — from health prediction and automation to knowledge orchestration. Strong foundation in Python, RAG systems, and NLP. Founder of Polarions, leading innovation in AI-integrated team automation.

Gen AI Engineer at Akiyam Solutions (2025-08 – Present)

• Building functional RAG-based AI agents and integrating MCP servers for task automation.
• Leveraging LangChain and LLM APIs to create intelligent data agents with contextual awareness.

CEO at Polarions AI (2025-09 – Present)

• Leading a team building AI-integrated teams for businesses.
• Developing AI agents for enterprise operations and automation workflows.

Robotics and AI research Intern at Inn Stem Lab (2023-12 – 2024-04)

• Developed robotics automation systems with AI modules (drones, IoT).
• Conducted EEG-based plant behavior analysis, reducing data processing time by 20%.

ML Intern at Broader AI (2023-02 – 2023-08)

• Improved model accuracy by 15% through optimization and meta-feature tuning.
• Reduced data preprocessing time by 30% in real-world applied ML projects.

ML Intern at Unikwork (2022-12 – 2023-02)

• Designed foundational ML models and classification pipelines.
• Strengthened understanding of supervised/unsupervised learning and practical applications.

M.Sc. in Data Science – Vellore Institute of Technology, Vellore (2024 – 2026)

B.Sc. in Information Technology – Sarvajanik University (2021 – 2024)