I will model optimization, dnn pruning, object detection yolo ssd

A
akb108
A
akb108
Aakash Kumar
Alcune informazioni sono riportate in lingua inglese.
model optimization, dnn pruning, object detection yolo ssd
Schermo intero
model optimization, dnn pruning, object detection yolo ssd
Schermo intero
Schermo intero
Visualizza presentazione
model optimization, dnn pruning, object detection yolo ssdmodel optimization, dnn pruning, object detection yolo ssdmodel optimization, dnn pruning, object detection yolo ssdmodel optimization, dnn pruning, object detection yolo ssd

Informazioni su questo servizio

Deep Learning & AI Model Optimization, DNN pruning, object detection (YOLOv5, SSD), reinforcement learning, spiking neural networks, LiDAR-camera fusion, LLM integration (RAG, generative AI).


ML & Data Science End-to-end pipelines: preprocessing, classification, fault detection, anomaly detection validated across medical, UAV, and robotics datasets.


Academic Writing & Editing Research manuscripts, proposals, literature reviews, and technical reports written to publication standard.


LaTeX & Document Prep TikZ, pgfplots, moderncv, MS Word formatting, PDF services, journal/conference templates.


Notable Publications


DSQN: Mobile robot path planning via deep spiking Q-network Neurocomputing, 2025

L1 Norm+Capped L1 Norm Model Optimization Applied Intelligence, 2021

CorrNet: Correlation-based CNN pruning IJMLC, 2022

  • Esperienza modello

    • Sviluppo di modelli personalizzati
    • Messa a punto dei modelli
    • IA generativa

  • Settore

    • Sicurezza informatica
    • Analisi dei dati
    • Altro

  • Linguaggio di programmazione

    • Python
    • R
    • PyTorch
    • Tensorflow
    • keras

  • Lingua

    • Cinese (semplificato)
    • Inglese
    • Urdu

  • Esperienza tecnica

    • Machine learning (Supervisionato, Non supervisionato, Rinforzo)
    • Deep learning (reti neurali, GAN)
    • Computer Vision (rilevamento di oggetti, riconoscimento di immagini)
    • Apprendimento per rinforzo (Sistemi decisionali)
    • Sviluppo e ottimizzazione di algoritmi
    • Feature engineering ed elaborazione dati

Scopri di più su Aakash Kumar

Aakash Kumar

Assistant Professor

  • DaCina
  • Membro daapr 2026
  • Tempo di risposta medio1 ora

  • Lingue

    Inglese, Cinese
Offering 5+ years of experience as a Deep Learning Researcher and 2 years of experience as a Data Scientist in a software development firm, I am looking for a transition to a Deep Learning Engineer role in a research institution/industry. I focus on Pruning Deep Learning Models, Crowd Counting using deep leaning, Object Detection in real time, and Continual Learning. I bring excellent communication abilities with hands-on experience in building deep learning and machine learning models with deployment and creating dashboards with story to tell.

Tag correlati