Hello, World!
I'm Jinank Thakker
Specializing in AI/ML for wireless communications and data science. Transforming complex data into innovative solutions through machine learning and advanced analytics.
About Me
AI/ML Engineer & Data Scientist
Specializing in AI/ML for wireless communications and data science with expertise in TensorFlow, PyTorch, and scikit-learn. Currently pursuing a Master's in Data Science and Analytics with a specialization in Machine Learning/AI.
Passionate about developing ML models for wireless communication, incorporating LLM research, and AI-driven optimization techniques to enhance performance and efficiency in Beyond 5G technologies.
Programming
Python, Java, Kotlin, C, C++, R, SQL
AI/ML
TensorFlow, PyTorch, Hugging Face, scikit-learn
Data Science
pandas, numpy, matplotlib, scipy
Development
GitHub, Linux, VSCode, Jupyter Notebook, Colab
Research
Wireless Communications, THz, Beyond 5G
Frameworks
Compose, ONNX, OpenAI
Experience
AI/ML Graduate Research Assistant
🧠 DNN, CNN and RNN Models for Speech Classification
Working in Prof. Edgell's lab on deep neural network models for learning invariant representations for speech classification.
📡 AI/ML for Terahertz Wireless Communications
Exploring AI/ML applications for waveform design in terahertz (THz) wireless communications, focusing on enhancing performance and efficiency, leading to significant advancements in Beyond 5G technologies.
🔬 ML Models for Wireless Communication
Developing ML models for wireless communication, incorporating LLM research and AI-driven optimization techniques using TensorFlow, scikit-learn, and Hugging Face for predictive accuracy and system adaptability.
🌐 Industry Conference Contributions
Contributed to cutting-edge discussions and exchange of ideas among top researchers at industry-leading conferences, significantly impacting the trajectory of AI integration in wireless technology by showcasing innovative methodologies and applications.
AI/ML Intern
📊 AI-Driven Signal Processing Solutions
Developing and implementing AI-driven signal processing solutions on embedded SDRs using Python, C, and C++, enhancing performance for advanced communication systems in the Marconi-Rosenblatt AI Innovation Lab.
🚁 ML Models for RFML and Autonomous UAVs
Designing and optimizing ML models with end-to-end ownership for applications in radio frequency machine learning (RFML) and autonomous UAVs, contributing to innovative solutions in Beyond 5G technologies.
🔍 Regression Testing and Performance Analysis
Conducting comprehensive regression testing and performance trade-off analyses to ensure system reliability, optimized functionality, and support seamless deployment for live demonstrations such as Cyber Quest 2025.
Software Developer
💼 Client Negotiations & MVP Evaluation
Fostered client negotiations & re-evaluated MVP, resulting in 13% scope crunch to mitigate potential loss of $2.3M.
🔧 Software Development & Code Reviews
Participated in coding, testing, and debugging activities. Conducted code reviews to ensure quality.
📱 Product Development & User Acquisition
Articulated technical & business acumen to boost product's ability by crafting user stories & leveraging data visualization commercialization strategies, resulting in 60K customer acquisition in first 4 months of product launch.
🔌 RESTful API Development
Designed and deployed RESTful APIs using Node.js and Express, improving data retrieval speed by 35% and enhancing user experience across multiple platforms.
Technical Skills
Programming Languages
Python, Java, Kotlin, C, C++, R, SQL
Proficient in multiple programming languages for various application domains, from data analysis to system development.
Machine Learning
TensorFlow, PyTorch, scikit-learn
Developing and implementing machine learning models for various applications, with a focus on wireless communications.
AI & LLMs
Hugging Face, OpenAI, ONNX
Working with large language models and AI frameworks to create intelligent applications and research solutions.
Data Science
pandas, numpy, matplotlib, scipy
Analyzing and visualizing complex datasets to extract meaningful insights and drive decision-making.
Wireless Communications
THz, Beyond 5G, RFML
Researching and developing ML solutions for next-generation wireless communication technologies.
Development Tools
GitHub, Linux, VSCode, Jupyter
Utilizing modern development environments and tools for efficient software development and research.
Frameworks
Compose, Express
Working with various frameworks for building user interfaces and backend services.
Backend Development
Node.js, RESTful APIs
Designing and implementing backend services and APIs for web applications.
Education
Master of Science in Data Science and Analytics
SUNY Polytechnic Institute
August 2024 - Present
Specialization in Machine Learning/AI • GPA: 4.0/4.0
Bachelor of Engineering in Computer Engineering
Gujarat Technological University
Graduated June 2013
Gujarat, India
Certifications
Career Essentials in Generative AI
Microsoft & LinkedIn
Elements of AI: Introduction to AI
University of Helsinki
Professional Soft Skills Learning Pathway
Career Essentials in Project Management
Microsoft
Managing Projects
Project Management Institute
Introduction to Responsible AI
Projects
Explore my portfolio of research projects, AI solutions, and development work
ML for Wireless Communications
High-accuracy ML regressor to evaluate phase noise effects in terahertz (THz) communications using Differential Evolution optimization
February 2025 - April 2025
Python, R, scikit-learn, MATLAB
View Project DetailsNSF Research Proposal: LLM Expert System
LLM-driven expert system to assist undergraduate ECE students working with the THz testbed at SUNY Poly
August 2024 - December 2024
Hugging Face, OpenAI, Python
View Project DetailsAI-Driven Signal Processing
Signal processing solutions on embedded SDRs for advanced communication systems
May 2023 - July 2024
Python, C, C++
View Project DetailsML Models for RFML
Machine learning models for radio frequency machine learning applications
May 2023 - July 2024
TensorFlow, PyTorch, Python
View Project DetailsRESTful API Development
Designed and deployed RESTful APIs improving data retrieval speed by 35%
March 2013 - March 2016
Node.js, Express
View Project DetailsE-commerce Platform
Contributed to development of an e-commerce platform that acquired 60K customers in first 4 months
March 2013 - March 2016
Node.js, React
View Project DetailsLanguages
English
Professional Working Proficiency
Hindi
Native Proficiency
Gujarati
Native Proficiency