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ramlasyaa/README.md

Hi, I'm Ram Lasya 👋

B.Tech AI & Data Science · Amrita Vishwa Vidyapeetham, Coimbatore

I build AI systems that actually run — not just notebooks. My work spans deep learning, computer vision, NLP, and agentic AI workflows. Two of my projects have associated research publications.

LinkedIn Email


What I'm working on

Audio Deepfake Detection — CNN-LSTM model on MFCC features. Research paper accepted at IEEE CONIT 2026.

Crowd Monitoring AI — YOLOv8 + DeepSORT real-time crowd safety system. Springer journal paper under review.

Agentic AI — LangGraph-based multi-turn agents with RAG, intent detection, and LLM integration.

Computer Vision — Real-time drowsiness detection, PCB defect detection, crowd density analysis.


Featured Projects

Project What it does Stack
VoxGuard Audio deepfake voice detection (CNN-LSTM) Python, TensorFlow, Librosa
CrowdSentry Real-time crowd monitoring + alert dashboard Python, YOLOv8, Streamlit
AutoStream Lead Agent Conversational AI agent for lead capture LangGraph, Gemini, Groq
DrowsyGuard Driver drowsiness detection via webcam Python, OpenCV, CNN
ResumeRank Resume screening with TF-IDF + BERT Python, Scikit-learn, BERT
GridSense LSTM energy forecasting for microgrids Python, TensorFlow, LSTM

Publications

  • "Robust Deepfake Audio Detection Using Temporal Deep Learning"IEEE CONIT 2026 (Accepted)
  • "CrowdSentry: Intelligent Cloud-Integrated Crowd Monitoring"Springer Journal (Under Review)

Tech Stack

Python C++ TensorFlow OpenCV LangGraph LangChain Scikit-learn React FastAPI Streamlit Git


Top Langs

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  1. A16_HPC A16_HPC Public

    Parallel DNA sequence alignment using OpenMP and MPI for high-performance genomic computing. Benchmarked speedup across multi-core and distributed systems.

    C++

  2. autostream-lead-agent autostream-lead-agent Public

    LangGraph + Gemini AI agent that detects purchase intent, answers product queries via RAG, and captures qualified leads in multi-turn conversations.

    Python

  3. Crowd_monitoring-system Crowd_monitoring-system Public

    Real-time AI crowd monitoring system with density estimation, anomaly detection, heatmap overlays, and a live Streamlit dashboard. Springer journal (under review).

    Python

  4. QFT-for-Music-Signal-Compression QFT-for-Music-Signal-Compression Public

    A Quantum Computing project that applies the Quantum Fourier Transform (QFT) for efficient music signal compression, reducing data redundancy while preserving key auditory features.

    Python

  5. DataScience_PrimeTrade DataScience_PrimeTrade Public

    Data science project for trader behavior analysis, market sentiment impact, and actionable trading insights.

    Jupyter Notebook

  6. ram-portfolio ram-portfolio Public

    Interactive portfolio showcasing AI, Web3, and research projects.