name: Swarnika Somvanshi
identity: CS Undergrad @ BITS Pilani (2024 – 2028)
location: Bengaluru, India
mantra: "Building intelligent systems that help people make sense of information."
current_focus:
- "Developing Mem1 (AI memory layer optimizing DSA for context retention & retrieval)"
- "Contributing to open source @ freeCodeCamp (NHCarrigan Cohort)"
- "Designing privacy-first vector search engines, voice agents & high-throughput LLM gateways"- 🔬 Researcher in Residence at Scaler School of Technology Incubation — Architecting Mem1, an AI memory layer that optimizes Data Structures & Algorithms (DSA) to enhance context retention and intelligent retrieval.
- 🌐 Open Source Contributor at freeCodeCamp — NHCarrigan Summer 2026 Cohort; resolved edge-cases in pandas data pipelines and conflict-detection systems.
- 🏛️ Core Organizer at Meta x OpenEnv Hackathon 2026 — Managed on-ground operations & logistics for 5,000+ developers.
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Enterprise LLM Security & Telemetry Control Room
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Privacy-Preserving Intelligent Second Brain
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Voice Companion with Persistent Conversational Memory
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📄 AskMyDocProduction-Ready RAG Document Intelligence
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AI Content & Misinformation Intelligence Engine
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High-Concurrency Java TCP Server — Zero Frameworks
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