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amansahani/readme.md

Aman Sahani

AI/ML Engineer | FinTech | Distributed Systems | Low-Latency Systems

AI/ML Engineer at EEPL, working on production-grade AI and financial systems.

Currently pursuing M.Tech. in IoT & Autonomous Systems at IIIT Sri City.

Chancellor Gold Medalist — Faculty of Engineering & Technology, MGM University.

Technical Focus

  • AI/ML: LLMs, RAG, NLP, VLMs, Embeddings, AI Agents, PyTorch
  • Backend: Python, Go, Rust, C++, TypeScript, FastAPI, Django, NestJS
  • Distributed Systems: Microservices, Event-Driven Systems, Distributed Databases
  • FinTech: Trading Systems, Financial Workflows, Quantitative Analytics
  • Databases: PostgreSQL, ScyllaDB, Cassandra, ClickHouse, Redis, MongoDB, QuestDB
  • Infrastructure: AWS, GCP, Oracle Cloud, Docker, Kubernetes, NGINX, CI/CD
  • Low-Latency: Aeron, High-Throughput Messaging, Performance Optimization, Red Panda

Selected Projects

QuantStream — Distributed Trading & Analytics Platform A microservices-based trading and analytics platform using Aeron, ScyllaDB and ClickHouse for low-latency messaging and high-throughput data processing.

Omni-Channel Voice Agent (Community Edition)
An ultra-low latency, real-time omni-channel voice platform featuring dual AI orchestration engines:
- Local CUDA Stack: Whisper.cpp (CUDA STT) -> Clef-Flash (System One Decision Engine) -> Qwen3-4B -> Kokoro TTS (100% Free & Local).
- Cloud Indic & HD Stack: Sarvam Saaras v3 -> TypeSafe Jev API -> Sarvam-105B -> Bulbul v3 / ElevenLabs Turbo
v2.5 (BYOK).
- Built with Rust (Axum + AVX2/AVX-512 SIMD DSP), in-browser Silero Neural VAD v5 (WebAssembly), sub-
microsecond in-memory clinical tool dispatch (<1µs), and node-based visual workflow studio designer (TTFS <250ms).

Vector Search Platform A scalable semantic search system using Go, PostgreSQL/PGVector and vector embeddings for large-scale product retrieval.

Current Areas of Interest

AI Systems · CUDA · Distributed Systems · FinTech Infrastructure · Low-Latency Computing · Quantitative Finance · Kubernetes · Rust · C++ · IoT & Autonomous Systems · SIMD

Pinned Loading

  1. jev-laya-openai-comparison jev-laya-openai-comparison Public

    Python

  2. omni-voice-agent-community omni-voice-agent-community Public

    Real-time full-duplex omni-channel voice carrier & visual studio with SIMD DSP, in-browser Silero VAD v5, and BYOK cloud support

    Rust

  3. pdf-loom pdf-loom Public

    Blazing fast, 100% client-side PDF manipulation engine powered by Rust & WebAssembly

    HTML

  4. scholarr scholarr Public

    Rust

  5. NVIDIA/cuda-rust NVIDIA/cuda-rust Public

    NVIDIA's CUDA platform for Rust. Host runtime crates plus Tile (cutile-rs) and SIMT (cuda-oxide) kernel programming models in idiomatic Rust.

    Rust 3.7k 313