Aravind Sathesh
Building scalable, reliable systems that power seamless experiences.
Skills & Expertise
AI Development
| Large Language Models |
| Retrieval-Augmented Generation |
| Knowledge Graphs |
| Vector Databases |
| Transformers |
| Langfuse |
Databases & Storage
DevOps & Tools
Backend
Programming Languages
Machine Learning
Frontend
Experience
RingCentral Innovation
- Worked on an agentic AI analytics service that answers natural-language questions by breaking them into backend tool calls.
- Built the tools to resolve identity, define and rank templates, execute queries and ask clarifying questions, cutting model token usage by ~24%.
- Created template queries for popular questions, separating them from free-form LLM workflows that use schema-backed generation.
- Added features around the SDK layer, including streamed responses, inline charts, saved conversations, voice input/output and follow-up prompts.
GenoSaathi
- Engineered and deployed the new corporate website using React.js and Next.js for Server-Side Rendering (SSR).
- Developed a full-stack blogging platform, designing a PostgreSQL schema in Supabase and building REST APIs.
- Architected a maintainable, component-driven frontend system with Tailwind CSS for a consistent user experience.
Walford Capitals LLP
- Designed and developed a responsive Next.js website as the frontend interface for the Quant teams' predictive model.
- Integrated smooth user interactions using Framer Motion to enhance UX with the goal of improving user retention.
RingCentral India
- Developed a full-stack responsive application using React for the frontend and the SpringBoot for the backend.
- Integrated OracleDB to manage data storage effectively, ensuring application scalability and data integrity.
- Gained proficiency in JavaScript and React, applying these skills to create an intuitive and seamless user interface.
Personal Projects
A multi-tenant NestJS backend for university placement cells, with per-organisation data isolation, a contract-first OpenAPI spec and a 90% test coverage gate.
A novel GNN+CNN architecture that reconstructs and classifies optical communication signals from heavily distorted and occluded data, achieving 100% accuracy.
A vibrant platform connecting BITS Pilani students with successful alumni for career guidance, academic support, and professional networking.
A fast, mobile-first CGPA tracker for BITS Pilani students, with a 700+ course catalog, semester trends, fully on-device storage and offline support.
A multilingual record-matching pipeline that links vendor records to a master business list, reaching 0.9836 macro F0.5 on the public leaderboard.
Research on detecting spoofed speech from privacy-protected audio tokens, so a detection server never has access to what was actually said.
The official website for the ACM student chapter at BITS Pilani, Hyderabad Campus, serving as a hub for activities, events, and resources.
Turns a course handout into a Neo4j knowledge graph, and maps exam questions to the topics they test, all runnable on local models.
Certifications
Docker Foundations Professional Certificate
Docker · Jun 2026
Model Context Protocol: Advanced Topics
Anthropic · Jun 2026
Hands-On AI: Building AI Agents with MCP and A2A
LinkedIn Learning · Jun 2026
Building AI Agents: Advanced Techniques for Developers
LinkedIn Learning · Jun 2026
The Complete Full-Stack Web Development Bootcamp
Udemy · Jun 2025
Frontend Developer (React) Certificate
HackerRank · May 2025