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India
1 year of experience
I’m a science and technology enthusiast focused on building practical AI-powered tools for research and education. I’m particularly interested in computational chemistry, molecular symmetry, scientific computing, and voice-based AI. I enjoy turning complex scientific workflows into simple, reliable, and interactive systems. Currently, I’m building VoiceLab, a voice-first AI research assistant that combines AssemblyAI’s Voice Agent technology with deterministic scientific calculations and independent verification.

Voice Lab is a voice-first AI scientific copilot for molecular symmetry. Instead of generating chemistry answers as plain text, Voice Lab converts natural-language or voice requests into structured scientific actions, retrieves and normalizes molecular data, performs deterministic symmetry calculations, verifies the generated operations and representations, and presents the result with an auditable Research Replay. Users can ask questions such as “Analyze BF3 and tell me its point group.” Voice Lab resolves the molecular structure, visualizes the molecule in 3D, determines the symmetry operations, identifies the point group, constructs the Cartesian representation, and reduces it using group theory. The system combines Assembly AI-powered voice interaction with a deterministic scientific computation layer. PubChem supports molecular structure and data workflows, while 3Dmol.js provides interactive 3D molecular visualization. The scientific engine performs the actual symmetry calculations rather than relying on an LLM to invent the result. For BF3, Voice Lab can identify the D3h point group, verify its 12 symmetry operations, and derive the Cartesian representation Γ(x,y,z) = E′ + A₂″. Research Replay preserves the computational evidence behind an answer, making the system useful not only as a conversational voice agent but as a transparent scientific tool. Voice Lab demonstrates a different approach to voice AI: the AI orchestrates, while deterministic science computes and verification establish trust.
30 Sep 2026