Aakash K.

With 7 years of experience, I'm Dr. Aakash Kumar. Chinese Academy of Science and The World Academy of Science (CAS-TWAS) Presidential Fellow and Ph.D. in Computer Science & Engineering from USTC (Top 80 in QS ranking), China. I'm currently a Research Scientist with 25+ peer-reviewed publications in journals like Neurocomputing, Applied Intelligence, and IEEE Transactions on Nanobioscience, and serve as a reviewer for 10 Springer/IEEE journals. Services: 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 Awards: CAS-TWAS Presidential Fellowship (2017) · Chinese Government Scholarship (2013) You're hiring a researcher who has published, peer-reviewed, and deployed the work — not just studied it. Let's get started.