Multi-Disciplinary Software Engineering and Data Science Collective
Designing and building scalable, secure, and production-grade intelligent solutions.
- Autonomous AI Agents: Designing agents leveraging Neo4j knowledge graphs and semantic search.
- Trustworthy AI: AutoML frameworks analyzing model uncertainty, calibration, and explainability using SHAP and LIME.
- Spatial & Graph Intelligence: GNNs and spatial layout modeling for automated constraint satisfaction.
- Fault-Tolerant Architectures: Self-healing distributed file storage networks with gossip-based node discovery (SWIM).
- Infrastructure & DevOps: Enterprise-grade containerization and orchestration (Docker, Kubernetes, Helm).
- Real-Time Systems: Concurrent synchronization systems utilizing WebSockets and Socket.IO.
- Scalable Backends: High-concurrency web services built using Next.js, FastAPI, Node.js, and Express.
- University Governance: Multi-tenant academic compliance platforms designed for national-level scaling.
- Web3 Integration: Trustless smart contract development (Solidity, Polygon, Hardhat) and real-money escrow gateways.
| Name | Specialization & Focus | Contact & Links |
|---|---|---|
| Ravindra S | Lead Data Scientist and Software Engineer Data pipelines, real-time distributed backends, autonomous agents, and knowledge graphs |
Email · Portfolio · LinkedIn |
| Trivikram Narayanan | AI Systems and Distributed Infrastructure Engineer Distributed systems, trustworthy AI, Web3 smart contracts, and cloud devops |
Email · LinkedIn |
| Swastik Atharva | Frontend Architect and Machine Learning Engineer Responsive UI systems, analytics dashboards, data visualization, and predictive modeling |
Email · LinkedIn |
| P Nitesh | Full-Stack Web Developer and Systems Engineer Clean web architectures, REST APIs, performance optimization, and containerization |
Email · LinkedIn |
- Smart India Hackathon 2025 (Winner): First place at the national level under Problem Statement 25252 (Unified Education Governance Platform). Built a compliant, role-based platform under a 36-hour sprint.
- Production-Grade Deployments: Launched active, collaborative coding platforms (CodeCrib) and decentralized escrow services (FairBuild).
- Published
envbot, an AI-powered environment variable search CLI, reaching 1.5K+ downloads by developers.
A multi-tenant academic governance platform mapping students, faculty, and state bodies.
- Designed role-based dashboards and compliance tools integrated with AISHE, NIRF, and NAAC APIs.
- Implemented real-time synchronization for academic and administrative updates.
- Winning project at both Smart India Hackathon 2024 and 2025.
A self-hosted, distributed storage framework built for high resilience.
- Implemented encrypted chunking (AES-GCM) and peer-to-peer data replication.
- Integrated gossip-based cluster management for node discovery and fault recovery.
- Monitored performance using Prometheus and Grafana dashboards.
An analytical model evaluating operational patterns in public sector registration databases.
- Engineered core societal indices (Biometric Pressure Index, Administrative Stress Score).
- Processed massive records at scale using PySpark and Databricks.
A real-time collaborative code-editing workspace.
- Enabled simultaneous multi-user document edits using WebSockets and custom synchronization handlers.
- Optimized file uploads, index searches, and text updates for concurrent sessions.
| Category | Technologies and Tools |
|---|---|
| Programming Languages | Python, Java, C, C++, JavaScript, TypeScript, SQL, Bash, Solidity |
| Frontend & Design | React, Next.js, Vite, HTML5, CSS3, Tailwind CSS, Material UI, Three.js, Framer Motion, Zustand, Figma |
| Backend & APIs | Node.js, Express.js, FastAPI, REST APIs, WebSockets, Socket.IO, JWT, Prisma |
| Databases | PostgreSQL, MongoDB, MySQL, SQLite, Neo4j, Redis, Azure CosmosDB |
| Systems & DevOps | Docker, Kubernetes, Helm, AWS (ECS), Azure (Databricks), GitHub Actions, Prometheus, Grafana, Git, GitHub |
