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Parshav14 (Parshav Singla) · GitHub

Overview Repositories 41 Projects Packages Stars 11
😇
Turning better than good
😇
Turning better than good
10 followers · 11 following

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Parshav14/README.md 


$ whoami
> Parshav Singla — AI Engineer & Software Developer

$ current_role
> Software Developer @ Flick Network (Dubai, UAE)

$ focus
> ["LLM Agents", "RAG Pipelines", "Agentic Systems"]

$ published
> Elsevier KBS (Q1, IF 8.0) — First Author
> Springer LNNS, ICICC 2025

📄 Publications

📘 Cross-Lingual Semantic Alignment and Multi-Objective Reranking for Multilingual Abstractive Summarization
Knowledge-Based Systems, Elsevier — Q1, Impact Factor 8.0 · First Author
Hallucination-resistant multilingual summarization framework — evaluated across 5 languages, 50%+ relative gain in cross-lingual semantic consistency.
Read the paper →
🎙️ Bridging the Gap: Converting Read Text to Conversational Dialogue
Springer LNNS, ICICC 2025 · Samsung PRISM Research
Neural vocoder-based speech transformation — flat read-aloud text into natural conversational tone.
Read the paper →

⚙️ Stack

agentic_ai:    [LangChain, LangGraph, RAG Pipelines, Vector DBs, Multi-Agent Systems, HuggingFace]
ml_dl:         [PyTorch, TensorFlow, Scikit-learn, OpenCV, Transformers, Speech/TTS Models]
backend:       [Node.js, Express, Flask, FastAPI, Java, C++, TypeScript, Go]
data:          [PostgreSQL, MongoDB, Redis, MySQL, SQLite]
cloud_devops:  [Docker, AWS, Azure, Linux, Git, GitHub Actions]
tools:         [VS Code, Figma, Postman, Streamlit]


🚀 Featured Work

🧠 Vision2Voice AI

BLIP gTTS FastAPI — Image → multilingual audio narration, 20+ languages, ~3s end-to-end latency, WCAG 2.1 AA accessible.

🎧 EEG Music Enjoyment Prediction

CNN-LSTM EEGNet Transformer GNN — 75.1% emotion/rhythm classification accuracy on 128-channel EEG across two naturalistic datasets.

🚚 AirCario

Node.js PostgreSQL MongoDB WebSockets — Full logistics platform, real-time GPS tracking, role-based dashboards, live booking.

🎙️ Speech-to-Dialogue Transformer

Transformer HiFi-GAN — PESQ 4.64. Monotone read speech converted to natural conversational tone.


📊 Stats & Activity






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