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

A
akb108
A
akb108
Aakash Kumar
model optimization, dnn pruning, object detection yolo ssd
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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

About this gig

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

  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Generative AI

  • Industry

    • Cyber security
    • Data analytics
    • Other

  • Programming language

    • Python
    • R
    • PyTorch
    • Tensorflow
    • Keras

  • Language

    • Chinese (Simplified)
    • English
    • Urdu

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • Feature engineering and data processing

Get to know Aakash Kumar

Aakash Kumar

Assistant Professor

  • FromChina
  • Member sinceApr 2026
  • Avg. response time1 hour

  • Languages

    English, Chinese
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.

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