https://github.com/parva101/parva101

Last synced: 2 months ago
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Host: GitHub
URL: https://github.com/parva101/parva101
Owner: Parva101
Created: 2025-06-23T19:44:59.000Z (12 months ago)
Default Branch: main
Last Pushed: 2025-07-08T14:55:35.000Z (11 months ago)
Last Synced: 2025-07-08T15:49:12.429Z (11 months ago)
Size: 729 KB
Stars: 1
Watchers: 0
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

Hi, I’m Parva 👋

AI / ML Engineer

Core developer of the no-code agent platform MIA

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## 🧑‍💻 Currently building
- **Next-gen AI agents** for MIA.
- **RAG-2.0 pipeline** → smarter chunking, hybrid BM25 + vector rerankers, latency < 1000 ms for voice/chat.
- **Secure API gateway** with key-scoped roles, rate-limits, and usage analytics (FastAPI + PostgreSQL).
- **Managed metadata DB** for agent configs, session traces, and audit logs.
- **Outbound call scheduling + Twilio Integration**: Working on a productioon grade soltuion for initiaing outbound call according to schedule with logging and tracing

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## Rocket What I’ve built
- **Bot orchestration @ MIA** – FastAPI + async-Python layer sustaining 100 + concurrent sessions with 99.9 % uptime.
- **Multi-LLM router** – dynamic prompt & function-call pipelines across OpenAI, Claude, Gemini, LLaMA.
- **RAG ingestion service** – vectorizes PDFs/DOCX/CSV/XLSX, stores in FAISS, retrieves context in < 3000 ms.
- **Twilio SIP ↔ Zoom bridges** – real-time voice calls, live ASR/TTS, S3 call recordings, auto-transcripts.
- **QuantumDataLytica “machines”** – pluggable components for workflow-automation marketplace.
- **CV + OCR journey-mapping** – solo project converting shopping screen-recordings into structured datasets.

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## Skills

Python

OpenCV

Scikit-Learn

TensorFlow

PyTorch

Git

OpenAI

OpenAI

LangChain

LangGraph

Livekit

Livekit

PostgreSQL

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## Highlights
| Year | Milestone |
|------|-----------|
| 2025 | Scaled MIA orchestration layer to 100 + live sessions with < 1 % error rate |
| 2025 | Integrated Twilio SIP & Zoom for seamless telephony/meeting joins |
| 2025 | Co-designed and implemented a dynamic voicebot configuration system, enabling flexible deployment and real-time usage management.|
| 2025 | Implemented a dynamic MIA chatbot WebSocket framework, enabling real-time configuration and management of chatbot sessions.|
| 2024 | Shipped CV + OCR pipeline mapping consumer shopping journeys |