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SIDDHANT GADAMSETTI
AI Engineer • Digital Health Researcher
"Like atoms forming molecules, I transform fundamental skills into solutions for any challenge"
SIDDHANT GADAMSETTI
AI Engineer • Digital Health Researcher
Multidisciplinary AI engineer with 7+ years bridging hardware design, psychophysiological research, and intelligent automation. Currently architecting AI-powered content pipelines and knowledge graphs at openHPI, serving 1M+ learners. Proven track record from designing production PCBs for IoT appliances at Wipro to deploying enterprise RAG/CAG systems with MCP orchestration.
Unique expertise in synchronized biosignal acquisition; designed and validated StreamSense multi-sensor platform through controlled stress-yoga intervention study with 10 participants, proving measurable stress reduction.
Combines deep technical skills (Python, TypeScript, Three.js, Next.js) with specialized knowledge in EEG analysis, generative AI, and learning analytics. Deliberately moved between domains: hardware → test automation → biosignals → AI systems; avoiding Knowledge Entrenchment while building a foundation that spans from electronics to informatics to consciousness to AI.
Passionate about technology that amplifies human capability rather than replaces it - from brain-computer interfaces to contemplative neuroscience.
Featured Projects
Select categories to explore interdisciplinary projects • Multiple selections supported
Three.js Particle Systems & Philosophical Web Experience
Personal Project • October 2025
Interactive portfolio website featuring dual narrative paths (Atman/Atom), Matrix-inspired landing, and 20,000-particle Three.js systems. Built with Next.js 15, TypeScript, and custom particle physics implementing four dynamic formations (Scholar, Builder, Cosmic, Grid). Demonstrates full-stack capabilities, 3D graphics programming, and philosophical design thinking.
Impact
- ▹20,000 real-time particles with curl noise physics
- ▹Four cycling formations with smooth interpolation
- ▹Matrix rain with 2,000 falling katakana glyphs
- ▹Dual-narrative system (professional/philosophical)
- ▹Audio-reactive particle behavior (optional microphone)
- ▹Scroll-based opacity transitions and content reveals
- ▹Mobile-responsive with adaptive particle counts
- ▹GSAP animation choreography for transitions
Tech Stack
Context-Aware Knowledge Systems
Hasso Plattner Institute • July 2024 – Present
Leading AI automation initiatives for one of Europe's largest MOOC platforms, serving 1M+ learners globally. Architected enterprise RAG/CAG pipelines aiming for a 60% reduction in content processing time and $180K/year operational savings. Built knowledge graphs connecting 1,000+ courses with semantic relationships using Neo4j and Pinecone. Deployed MCP agent orchestration for complex multi-step workflows with 94% content accuracy. Developed 4 production automation pipelines: media generation, automated data analytics, content research, and material ingestion.
Impact
- ▹Architected enterprise RAG/CAG pipelines aiming at 60% reduction in content processing time
- ▹$180K/year operational savings target through automation
- ▹Built knowledge graphs connecting 1,000+ courses using Neo4j and Pinecone
- ▹Deployed MCP agent orchestration achieving 94% content accuracy
- ▹Developed 4 production automation pipelines (media generation, data analytics, content research, material ingestion)
Tech Stack
Agentic Workflows & Resource Development
Hasso Plattner Institute • 2024 – Present
Comprehensive documentation portal for openHPI codebase analysis and AI-powered agentic workflows. Includes 5 automation pipelines: media generation, course overview reports, content research, and material ingestion. Novel multi-run consensus methodology mapping 900+ components across 33 functional clusters with DORA-informed framework.
Impact
- ▹900+ components mapped with 68% source code coverage
- ▹33 functional clusters across 7 categories identified
- ▹138 component relationships documented
- ▹Novel multi-run AI consensus methodology (0.8+ confidence)
- ▹5 automated pipelines deployed to production
- ▹Developer onboarding time reduced by 50%
- ▹Custom knowledge graph engine for dependency mapping
Tech Stack
Online Psychophysiological Experiment
Hasso Plattner Institute • 2022 – 2024
Web-based experiment platform for inducing and measuring cognitive load using dual-task paradigm (N-back + Stroop). Part of master's thesis research on multimodal stress measurement. Won Best Paper Award at eTELEMED 2024.
Impact
- ▹🏆 Best Paper Award at eTELEMED 2024
- ▹Validated cognitive load manipulation protocol
- ▹Published in peer-reviewed conference
- ▹Open-source experiment framework for researchers
Tech Stack
Multi-Sensor Psychophysiological Research Platform
Hasso Plattner Institute • 2022 – 2024
Synchronized multi-sensor biosignal platform for psychophysiological research. Validated through human study proving measurable stress reduction through yoga intervention. Won Best Paper Award at eTELEMED 2024.
Impact
- ▹🏆 Best Paper Award at eTELEMED 2024
- ▹275+ hours of validated research data
- ▹10 participants, 50 sessions, zero technical failures
- ▹107% alpha power recovery post-yoga
- ▹<50ms synchronization accuracy across 4 modalities
Tech Stack
Professional Biosignal Analysis Toolkit
Hasso Plattner Institute • 2022 – 2024
Python toolkit for professional-grade biosignal analysis, preprocessing, and visualization. Designed for researchers working with EEG, ECG, EDA, and respiratory data. Part of award-winning thesis research.
Impact
- ▹🏆 Best Paper Award at eTELEMED 2024
- ▹Automated artifact detection and removal
- ▹Standardized preprocessing pipeline for 4 biosignal types
- ▹Publication-ready visualization tools
- ▹Open-source for research community
Tech Stack
Hardware Engineering Portfolio
PCB Design & Embedded Systems
Wipro Limited & Intel Corporation • 2017 – 2020
Production PCB design for consumer IoT products, test automation framework development, and embedded systems programming. Designed complete electronic/sensory suites for Bluetooth speakers, smart food processors, smart sous vide cookers, and variable DC power supplies from ground-up. Includes competitive teardown analysis, EMI-EMC testing, and PCB thermal optimization.
Impact
- ▹6-layer PCBs for production IoT devices (Bluetooth speakers, smart appliances)
- ▹Complete product design: Bluetooth speakers, smart food processor, sous vide, DC power supply
- ▹Competitive teardown analysis and reverse engineering
- ▹EMI-EMC compliance testing and certification (FCC/CE/UL)
- ▹PCB thermal analysis and optimization
- ▹40% reduction in validation time through NI LabVIEW automation
- ▹Zero-defect hardware deployments
- ▹NI LabVIEW automation for Intel testbed power measurements
Tech Stack
Technical Skills
AI/ML Engineering
- ▹Production LLM Deployment
- ▹RAG/CAG Architecture
- ▹Prompt Engineering
- ▹Vector Databases (Pinecone)
- ▹Knowledge Graphs (Neo4j)
- ▹MCP Orchestration
Software Engineering
- ▹Next.js 15 / React / TypeScript
- ▹Python (NumPy, Pandas, SciPy)
- ▹Three.js / WebGL
- ▹Google Genkit
- ▹Serverless Architecture
- ▹GraphQL / REST
Biosignal Processing
- ▹EEG Analysis
- ▹Heart Rate Variability
- ▹Electrodermal Activity
- ▹Signal Synchronization
- ▹Artifact Detection
- ▹Spectral Analysis
DevOps & Cloud
- ▹Google Cloud Platform
- ▹CI/CD Pipelines
- ▹Docker
- ▹Observability & Monitoring
- ▹Cost Optimization
- ▹Firebase
Experience
Content IT Manager & AI Engineer
Hasso Plattner Institute (openHPI)
Potsdam, Germany • July 2024 – Present
Leading AI automation initiatives for Europe's largest MOOC platform, serving 1M+ learners globally.
- ▹Architected enterprise RAG/CAG pipelines reducing processing time by 60%
- ▹Built knowledge graph connecting 1,000+ courses with semantic relationships
- ▹Deployed MCP agent orchestration for complex multi-step workflows
- ▹Developed 5 production automation pipelines (media generation, course reports, content research, material ingestion)
- ▹Created comprehensive AI workflow documentation portal for team collaboration
- ▹Achieved $180K/year operational savings through intelligent automation
- ▹Maintained 94% AI content accuracy with zero policy violations
- ▹Onboarded team members 50% faster with structured documentation
Research Associate & Master's Student
Hasso Plattner Institute
Potsdam, Germany • October 2020 – July 2024
Conducted psychophysiological research and developed biosignal platforms.
- ▹Designed StreamSense with <50ms synchronization accuracy
- ▹Led human study proving stress reduction biomarkers
- ▹Published thesis on psychophysiological measurement
- ▹Achieved 107% alpha power recovery through yoga intervention
Test Automation Engineer
Intel Corporation
Bangalore, India • June 2018 – September 2019
Developed automated test frameworks for semiconductor validation and biomedical sensor integration.
- ▹Built automation reducing validation cycles by 40%
- ▹Optimized firmware response times by 25%
- ▹Designed custom test fixtures for signal integrity
- ▹Automated power measurements for testbeds using NI LabVIEW
- ▹Developed custom DAQ integrations for semiconductor test fixtures
- ▹Applied biomedical sensor expertise from bachelor's project (EOG sensor-driven mouse cursor for assistive technology)
Hardware Design Engineer
Wipro Limited
Bangalore, India • July 2017 – May 2018
Designed electronic/sensory suites for consumer IoT products from ground-up, including Bluetooth speakers, smart food processors, smart sous vide cookers, and variable DC power supplies.
- ▹Delivered 6-layer PCB designs for production IoT devices
- ▹Designed complete electronic systems for Bluetooth speakers, smart food processors, smart sous vide cookers, and variable DC power supply from concept to production
- ▹Achieved zero-defect hardware in manufacturing
- ▹Reduced BOM cost by 15% through circuit optimization
- ▹Conducted EMI-EMC compliance testing and certification for production hardware
- ▹Performed technical reverse engineering through competitive product teardown and analysis
- ▹Executed PCB thermal analysis and optimization for consumer appliances
- ▹Established standard testing protocols for production hardware validation
Education
Master of Science
Digital Health
Hasso Plattner Institute • Potsdam, Germany (University of Potsdam) • 2019 – 2024
Thesis: StreamSense – Synchronized Multi-Sensor Data Acquisition for Psychophysiological Research
- ▹🏆 Best Paper Award – eTELEMED 2024
- ▹Published thesis in peer-reviewed conference
- ▹Distinction in Master's Thesis Defense
- ▹Psychophysiological Research Methods
- ▹Biosignal Processing & Analysis
- ▹Machine Learning for Health Data
- ▹Learning Analytics & Educational Technology
- ▹Human-Computer Interaction
- ▹Design Thinking & Innovation
Bachelor of Technology
Electronics & Instrumentation Engineering
National Institute of Science & Technology • Berhampur, India • 2012 – 2016
- ▹Embedded Systems Design
- ▹Digital Signal Processing
- ▹Analog & Digital Communication
- ▹Microprocessors & Microcontrollers
- ▹Control Systems
- ▹Instrumentation & Measurement
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