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Hire Mani K.

United States

USD 30 /hr

Freelance Data Analytics & ML Expert | PhD in ECE | 7+ Years Teaching Exp. | Image Process | Signal Processing

Profile Summary

I have a PhD in Electronics and Communication Engineering, specializing in Signal Processing. Since 2022, I’ve been working independently in the field of Artificial Intelligence (AI), focusing on real-world applications. My work includes projects in AI, Natural Language Processing (NLP),Large Language Models (LLMs) and Image Processing. I have developed several models that combine machine learning with signal processing. I also work on data analytics, using Kaggle datasets along with provate data to build predictive models and extract insights. I enjoy applying research knowledge to solve practical problems and am open to freelance projects in data science, AI, signal processing, and NLP.

Subject Matter Expertise

• ☆ Electrical Engineering
• ☆ Signal Processing
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Big Data Analytics
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ Python
• ☆ Matlab

Services

• Data & AI

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Data Visualization, Big Data Analytics

Work Experience

Freelance - Data Analysis with Python

Freelance, Self-employed

January 2025 - Present

Faculty

C. V. Raman Global University

August 2018 - Present

ASSISTANT PROFESSOR

C.V. Raman Global University, Bhubaneswar, India

August 2018 - July 2022

Education

Ph.D. (Electronics and Communication Engineering)

Motilal Nehru National Institute of Technology

July 2013 - September 2019

Certifications

• Data Mentorship Program 2.0

  Campusx

  November 2023 - October 2024

• Mastering Generative AI with OpenAI, LangChain, and LlamaIndex

  Inuron

  January 2024 - August 2024

• Data Mentorship Program

  Campusx

  November 2022 - September 2023

Publications

JOURNAL ARTICLE

Mani Kant Kumar, Tusar Kanti Dash (2023). Hankel norm performance of 2-D digital filters described by Roesser model with overflow arithmetic . Australian Journal of Electrical and Electronics Engineering.

Mani Kant Kumar, Haranath Kar (2023). New Criterion for the Realization of 2-D Interfered Digital Filters Described by the Fornasini–Marchesini Second Local State-Space Model . Circuits, Systems, and Signal Processing.

Mani Kant Kumar (2022). Novel Results for Markov Jump 2D Interfered Digital Filters with State-Delay and Saturation Nonlinearities . Fluctuation and Noise Letters.

Mani Kant Kumar(2022). Novel Results for Markov Jump 2D Interfered Digital Filters with State-Delay and Saturation Nonlinearities . Fluctuation and Noise Letters. World Scientific Pub Co Pte Ltd

Abdelelah Almounajjed and Ashwin Kumar Sahoo and Mani Kant Kumar(2022). Condition monitoring and fault detection of induction motor based on wavelet denoising with ensemble learning . Electrical Engineering. Springer Science and Business Media {LLC}

Mani Kant Kumar(2022). Mixed H∞ and Passivity Performance Analysis of Interfered Digital Filters with Markovian Jumping Parameters and Delays . Fluctuation and Noise Letters. 21. (01). World Scientific Pub Co Pte Ltd

Mani Kant Kumar(2022). Stability of Interfered Digital Filters Subjected to Markovian Jumping Parameters and Time Delay Employing Quantization/Overflow Nonlinearities . Circuits, Systems, and Signal Processing. 41. (2). p. 892--914. Springer Science and Business Media {LLC}

Abdelelah Almounajjed and Ashwin Kumar Sahoo and Mani Kant Kumar and Talal Assaf(2022). Fault diagnosis and investigation techniques for induction motor . International Journal of Ambient Energy. p. 1--21. Informa {UK} Limited

Mani Kant Kumar, Nishant Jha(2021). New results for the realization of interfered direct-form digital filters with single two's complement nonlinearity . Engineering Computations. ahead-of-print. (ahead-of-print). Emerald

Abdelelah Almounajjed and Ashwin Kumar Sahoo and Mani Kant Kumar(2021). Diagnosis of stator fault severity in induction motor based on discrete wavelet analysis . Measurement. 182. p. 109780. Elsevier {BV}

Mani Kant Kumar and Nishant Jha(2021). New results for the realization of interfered direct-form digital filters with single two's complement nonlinearity . Engineering Computations. ahead-of-print. (ahead-of-print). Emerald

(2019). Hankel Norm Performance of Interfered Fixed-Point State-Space Digital Filters with Quantization/Overflow Nonlinearities . Circuits, Systems, and Signal Processing.

(2019). Novel ISS criteria for digital filters using generalized overflow non-linearities and external interference . Transactions of the Institute of Measurement and Control.

(2018). ISS Criterion for the Realization of Fixed-Point State-Space Digital Filters with Saturation Arithmetic and External Interference . Circuits, Systems, and Signal Processing.

(2017). Analysis of Memory Effects in Digital Filters with Overflow Arithmetic . Indonesian Journal of Electrical Engineering and Computer Science.

(2017). A New Realizability Condition for Fixed-Point State-Space Interfered Digital Filters Using Any Combination of Overflow and Quantization Nonlinearities . Circuits, Systems, and Signal Processing.

CONFERENCE PAPER

Abdelelah Almounajjed and Ashwin Kumar Sahoo and Mani Kant Kumar and Muhannad Drak Alsebai(2021). Investigation Techniques for Rolling Bearing Fault Diagnosis Using Machine Learning Algorithms . 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS). {IEEE}

Abdelelah Almounajjed and Ashwin Kumar Sahoo and Mani Kant Kumar and Mhamad Waleed Bakro(2021). Condition Monitoring and Fault Diagnosis of Induction Motor - An Experimental Analysis . 2021 7th International Conference on Electrical Energy Systems (ICEES). {IEEE}