Kanak Raj

AI Researcher

Bengaluru, Karnataka, India4 yrs 1 mo experience

Most Likely To Switch

Key Highlights

Expert in developing machine learning algorithms.
Passionate about innovative product development.
Experience with large-scale AI applications.

Stackforce AI infers this person is a Deep Learning and AI specialist with a focus on innovative applications.

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Skills

Core Skills

Large Language Models (llm)FastapiDeep LearningNatural Language Processing (nlp)Computer VisionMachine LearningGenerative Adversarial Networks (gans)Medical ImagingOpen-source SoftwareLinuxSoftware DevelopmentData Scraping

Other Skills

AlgorithmsAmazon Web Services (AWS)Back-End Web DevelopmentBashC (Programming Language)C++Convolutional Neural Networks (CNN)Data AnalysisData ScienceDatabase DesignDeep Neural Networks (DNN)DockerGPU OptimizationGitGo (Programming Language)

About

I have always been very passionate about solving real-world problems and want to be a part of the solutions. I am currently pursuing my Integrated Masters in Mathematics & Computing. I Have Experience in the development of Machine learning algorithms. Particularly interested in the new use cases and the opportunities that bring the development of real-world applications using AI, I wish to pursue my career on innovative product development projects as a Deep Learning researcher and/or developer.

Experience

Thomson reuters

Applied Scientist

Aug 2024 – Present · 1 yr 7 mos · Bengaluru, Karnataka, India · On-site

Joined TR Labs as Applied Scientist, working with the Editorials Team

Microsoft

Research Intern

Jan 2024 – Aug 2024 · 7 mos · Bengaluru, Karnataka, India · On-site

Programming with Representations (PwR): Developed an intermediate representation layer to bridge the gap between users and Large Language Models, addressing issues like hallucination and enhancing non-technical user interactions, thereby transforming chatbot building workflows.
◦ Built Jugalbandi(JB) Manager, open-source chatbot platform supporting multiple channels, including WhatsApp. Handles multilingual text and voice conversations using Bhashini Speech models.

Large Language Models (LLM)FastAPIIndustrial Research

Universität des saarlandes

Visiting Researcher

May 2023 – Aug 2023 · 3 mos · Saarbrücken, Saarland, Germany · On-site

Working under Professor Ingmar Weber at Interdisciplinary Institute of Societal Computing.

Knowledge infused ai and inference lab

Research Intern

Oct 2022 – May 2023 · 7 mos

Deep LearningNatural Language Processing (NLP)Knowledge Graphs

Edgeneural.ai

Artificial Intelligence Intern

Jun 2022 – Sep 2022 · 3 mos · Remote

Worked on model optimization and improving inference speed through various quantizations and hardware-specific CPU and GPU customization.
Building Training and Optimization pipelines for state of art Computer Vision models.

Optical Character Recognition (OCR)Data SciencePyTorchGPU OptimizationDockerObject Detection+6

Indian institute of science (iisc)

Research Intern

May 2022 – Aug 2022 · 3 mos · India

Worked on Generative Adversarial Networks for Image and Video Generation. There has been exhaustive work on Face Images and videos but other domains are left pristine. We are looking to employ StyleGAN based architectures for disentangled video interpretation in multiple domains.

PyTorchGenerative Adversarial Networks (GANs)TensorFlowMachine LearningPython (Programming Language)Recurrent Neural Networks (RNN)+1

Department of ai, iit hyderabad

Research Intern

Nov 2021 – May 2022 · 6 mos · Remote

Working on Medical Image Processing under R. Sai Chandra Teja & Professor Dr. C. Krishna Mohan.
Developing a Novel Architecture for better Image Classification of low-quality images and unbalanced datasets.
Worked on Building a U-Net based architecture for Semantic Segmentation on Dental X-Ray

Deep LearningMedical ImagingData SciencePyTorchTensorFlowMachine Learning+3

The linux foundation

Open Source Developer

Aug 2021 – Oct 2021 · 2 mos · Remote

Contributing to Machine Learning Algorithm Selection Project in Linux.
https://wiki.anuket.io/display/HOME/Algo-Selector

BashLinuxGitPython (Programming Language)Open-Source Software

Rhizicube

Software Engineer Intern

Jun 2021 – Sep 2021 · 3 mos

Wrote a LinkedIn Scrapper and Organization Website Crawler Using Selenium & Beautiful Soup.
Oversaw Backend and APIs for Consumer Data Platform Using Go, Gin Framework.

Data ScrapingRelational DatabasesSeleniumSoftware DevelopmentSQLPython (Programming Language)+4