Shreyas Arunesh

AI Researcher

Mysore, Karnataka, India3 yrs 4 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Developed patent-pending AI-Factory platform.
Designed AI agents to automate workflows at MediaTek.
Awarded Best Innovative Employee of the Year 2024.

Stackforce AI infers this person is a Data Science and AI specialist with a focus on government and enterprise solutions.

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Skills

Core Skills

Ai Application EngineeringCloud ComputingData ScienceNatural Language Processing (nlp)Data AnalysisData VisualizationSystem DesignMobile Application Development

Other Skills

AI agentsMCP protocolAutomic-Agents frameworkLinuxAI-FactoryRetrieval-Augmented Generation (RAG)MLops pipelinesPower BISQLE-commerceWeb-navigation data analyticsSAPJIRAGitHubHealth monitoring app

About

I am a passionate Data Scientist with a strong background in deep learning, computer vision, natural language processing (NLP), prompt engineering, and cloud computing. With an MSc in Artificial Intelligence from Heriot-Watt University, I have hands-on experience in building and deploying AI solutions. My expertise includes: • AWS Certified – Cloud Practitioner and AI Practitioner • Specialized in AWS cloud computing tools and services • Proficient in Generative AI concepts such as Retrieval-Augmented Generation (RAG) and image caption generation • Expertise in NLP techniques like Information Retrieval, Question Answering, Text Summarization, and Text Generation using transformer-based and RNN-based models • Skilled in machine learning techniques including K-means Clustering, Regression, Classification, and Random Forest • Experienced in using analytical tools like PowerBI, Tableau, and AWS QuickSight • Familiar with deep learning techniques including CNN, RNN, GAN, and Radial Based Networks I am eager to collaborate on innovative projects and help drive organizational growth through cutting-edge AI solutions.

Experience

3 yrs 4 mos

Total Experience

2 yrs 9 mos

Average Tenure

7 mos

Current Experience

Mediatek

AI Application Engineer

Nov 2025 – Present · 7 mos · Bangalore Urban, Karnataka, India · On-site

Designed and developed AI agents to automate repetitive workflows for the Chip Physical Verification (CPV) team, significantly improving productivity and turnaround time.
Integrated MediaTek (MTK) internal tools using the MCP protocol to enable seamless tool orchestration.
Built agents using the Automic-Agents framework, enabling task planning, execution, and monitoring.
Deployed and managed agents on remote Linux servers, ensuring secure, scalable access for internal engineering teams.

AI agentsMCP protocolAutomic-Agents frameworkLinuxAI Application EngineeringCloud Computing

Attainx, inc.

Data Scientist

Feb 2023 – Nov 2025 · 2 yrs 9 mos · Bengaluru, Karnataka, India · Remote

Contributed to AttainX innovation lab projects in developing innovative products for US Federal government clients using modern technologies.
Developed a patent-pending AI-Factory, a modular platform automating the AI lifecycle, and showcased it to USDA and ICE.
Deployed various AI/ML use cases, including Retrieval-Augmented Generation (RAG) applications, using self-managed large language models (LLMs) integrated with MLops pipelines.
Mentored and guided four interns on various data science projects.
Awarded and Recognised as Best innovative Employee of the Year- 2024

AI-FactoryRetrieval-Augmented Generation (RAG)MLops pipelinesData ScienceNatural Language Processing (NLP)

Kirloskar brothers limited

Data Analyst

Jun 2019 – Sep 2019 · 3 mos · Mysore, Karnataka

Studied and comprehended the business requirements in relation to business information, and used Power BI to create engaging dashboard and reports. Training on SQL to read, manipulate and Comprehend data.
Designed a fully functional prototype of E-commerce digital website using Shopify. Rich customer experience was enabled through product recommendations, filtering using Web-navigation data analytic technique.

Power BISQLE-commerceWeb-navigation data analyticsData AnalysisData Visualization

Skanray technologies

System Designer

Jun 2018 – Sep 2018 · 3 mos · Mysuru, Karnataka

Conducted an organizational study of the interconnected data ecosystem, received training in software tools like SAP, JIRA, and GitHub, and developed an acclaimed health monitoring mobile app prototype for the elderly using JustInMind software. I also conducted A/B testing, analyzed the results, and presented the findings to a group of 20 stakeholders, including executives.

SAPJIRAGitHubHealth monitoring appSystem DesignMobile Application Development