INITIALIZING NEURAL INTERFACE…
AVAILABLE FOR OPPORTUNITIES · SWEDEN / INDIA / REMOTE

YALAMATI NIKHIL SOURI.

>

Engineering intelligent systems at the intersection of neural signals, machine learning, and distributed computing. Recently completed my A-graded thesis on EEG-to-image generation at BTH, Sweden.

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01

About Me

Nikhil Souri in Gothenburg, Sweden
DROP PHOTO
assets/nikhil-1.jpg
📍 Karlskrona, Sweden

A dual-degree Computer Science student between Blekinge Institute of Technology (Sweden) and JNTUA (India), building at the edge of what machines can perceive.

I specialize in systems programming, AI, and high-performance computing. My work spans EEG-to-image generation with diffusion models, network fairness in real-time multiplayer systems, and federated retrieval-augmented pipelines, with papers accepted and under review at IEEE and ACM venues.

Professionally, I've shipped AI-powered retail checkout systems in Stockholm, migrated enterprise SAP data at Accenture, and built full-stack platforms serving real users.

EEG × Diffusion RAG Systems Distributed Systems Computer Vision Cloud & DevOps
2025-2026

B.Sc. Computer Science

Blekinge Institute of Technology
Karlskrona, Sweden

2022-2026

B.Tech CSE

JNTU College of Engineering
Anantapur, India

02

Experience

NOV 2025 - APR 2026Stockholm, Sweden

AI R&D Engineer

Taste of Nordic AB · ClearCart

AI-powered automated retail checkout. Built multiview product recognition pipelines for real-time computer-vision detection and high-throughput backend workflows.

  • Multiview product recognition for real-time detection
  • Scalable backend architecture for high-throughput processing
  • Computer-vision pipelines deployed in a live retail context
Computer VisionPythonBackend
MAY - JUL 2025Bangalore, India

Package App Development Associate Intern

Accenture India

SAP data migration using RDL across enterprise systems. Designed ETL workflows, validation and defect analysis, documented migration pipelines for ERP transitions.

  • SAP data migration via RDL ensuring cross-system integrity
  • ETL workflow design with validation & defect analysis
  • Documented reliable ERP migration pipelines
SAPETLEnterprise
APR - MAY 2025Remote

SDE Intern

Bluestock Fintech

Software development engineering in a fintech startup environment. Startup India registered, NISM certified organization.

  • SDE work at a Startup-India-registered fintech
  • Certificate No. BEENSD62950 (NISM-202400180448)
FintechSDE
JAN 2023 - JAN 2024Anantapur, India

Intern Instructor

TICT Computers

Delivered technical training in programming and databases. Designed hands-on curriculum, mentored students for problem-solving and interview readiness.

  • Designed hands-on programming & database curriculum
  • Mentored students for interview readiness
  • Coordinated training programs with institutional partners
TeachingMentorship
DEC 2023 - FEB 2024Remote

Early Internships: Python & Web Dev

CodeClause · Oasis Infobyte (AICTE) · VaultofCodes

Python development and web development internships building foundational engineering discipline across three AICTE-recognized programs.

  • CodeClause: Python Development Intern (CC-CL72394)
  • Oasis Infobyte: AICTE OIB-SIP Python (OIB/D1/IP431)
  • VaultofCodes: Web Development Intern
PythonWeb DevAICTE
03

Research & Publications

Accepted and published papers across IEEE conferences.

  1. A Network Equalizer for Temporal Fairness in Online Multiplayer Game Systems

    Patrik Arlos, Nikhil Souri Yalamati, Prashant Goswami
    IEEE Conference on Games (GEM), 2026
  2. FedRAG-Debt: Federated Retrieval-Augmented Profiling for Debt Collection

    Nikhil Souri Yalamati, Y Siri
    IEEE IDAP 2026
  3. Evidence-Bridged Retrieval-Augmented Generation for Multi-Hop Question Answering

    Nikhil Souri Yalamati, Y. Siri
    IEEE IDAP 2026
  4. Neuro-Symbolic Murmur Reasoner: Interpretable Heart Sound Screening

    Nikhil Souri Yalamati, Y Siri, Venkata Rishitha Gangula, Naga Swetha Nuthimadugu, Grace Lilly Hanuvari, Dr. Y. Sobhan Babu
    IEEE IECS 2026 · VIT Bhopal, India · Paper ID-1712
  5. EEG-Based Early Prediction of Cybersickness using ML & Explainable AI

    Nikhil Souri Yalamati
    AIJFR, 2026
    READ PAPER ↗
  6. Text Classification Performance in NLP Using ML Techniques

    Nikhil Souri Yalamati
    NCSRINIET 2024 · ISBN 978-81-19914-35-7
    READ PAPER ↗
04

Selected Projects

P.01

SHARP: EEG-to-Image Generation

Memory-augmented framework extending DreamDiffusion with Semantic Associative Retrieval Hopfield Memory. Semantic prototype retrieval in CLIP embedding space, confidence-gated fusion for noisy EEG. Validated on ImageNet-EEG & ThoughtViz.

PyTorchDiffusionCLIPHopfield Networks
P.02

Blink Detection in Noisy Environments

Real-time EEG-based blink detection robust to acoustic and environmental noise; underpins the published Blink-EAR cognitive-load paper. Applicable to accessibility and safety-critical monitoring systems.

EEGSignal ProcessingReal-timePython
P.03

AI-Powered Queue Management & Crowd Flow

Real-time computer-vision queue monitoring using YOLO / TensorFlow with Flask / FastAPI microservices, deployed on AWS EC2 for scalable crowd analytics and operational monitoring.

YOLOTensorFlowFastAPIAWS EC2
P.04

Campus360: BTH Campus Navigator

Interactive 360° campus navigation and information system for Blekinge Institute of Technology, enabling incoming students to virtually explore campus facilities.

360° / WebGLJavaScriptMaps
P.05

Network Equalizer for Multiplayer Fairness

Proxy-based bidirectional delay equalization with adaptive hold-and-release scheduling, asymmetric one-way delay estimation, EMA smoothing, and multicast batching. ~20ms → <2ms inter-client skew.

CNetworkingReal-timeDistributed

Live from GitHub

@NIKHILSOURI ↗
Fetching latest repositories…
05

Technical Arsenal

AI / ML

PyTorch · CLIP
Diffusion · RAG

SYSTEMS

C · Linux
Distributed · OS

BACKEND

Node.js · FastAPI
Django · SQL

FRONTEND

React · Next.js
Three.js · GSAP

CLOUD

AWS · Azure
Jenkins · Git

RESEARCH

EEG · Signal
IEEE · ACM

DRAG TO ROTATE · TAP A FACE

AI / ML

TransformersLLM AppsRAGLangChainPyTorchComputer VisionSignal ProcessingEmbeddings

Languages

CPythonJavaScriptSQL

Backend

Node.jsFastAPIDjangoExpress

Frontend

ReactNext.jsHTML5CSS3

Cloud & DevOps

AWS EC2/S3AzureJenkinsGitLinux

Core CS

AlgorithmsData StructuresOperating SystemsNetworkingDistributed Systems
06

Beyond the Code

Nikhil in the Swedish snow
DROP PHOTO
assets/nikhil-2.jpg
❄ Karlskrona winters
📷

Photography Club Coordinator

Led club operations at JNTUCEA: photoshoots, creative direction, visual storytelling.

🏛

NAAC Peer Review Team

University Certificate of Appreciation for contributions to accreditation, 2023–24.

Technical Symposium Organiser

Coordinated large-scale technical events: logistics, teams, execution.

// READY TO BUILD SOMETHING INTELLIGENT?

Let's
Connect.

mymedia.yns@gmail.com