<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
  xmlns:xhtml="http://www.w3.org/1999/xhtml">
  <url>
    <loc>https://akshat4112.github.io/events/cyber_valley_ai_bootcamp_stuttgart_tubingen_zurich_2023/</loc>
    <lastmod>2023-04-01T00:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/what_are_diffusion_models/</loc>
    <lastmod>2026-09-10T09:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/fairness_in_machine_learning_/</loc>
    <lastmod>2026-09-12T23:58:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/events/mesh_hackathon_stuttgart_2023/</loc>
    <lastmod>2023-04-15T00:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/publications/glyphnet/</loc>
    <lastmod>2023-03-01T00:00:00+00:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/talks/intel_machine_learning_workshop/</loc>
    <lastmod>2019-09-06T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/talks/nlp_in_healthcare/</loc>
    <lastmod>2020-05-05T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/events/smart_india_hackathon_2017/</loc>
    <lastmod>2017-04-28T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/vector-databases/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/talks/kips_artificial_intelligence_workshop/</loc>
    <lastmod>2019-12-17T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/ontology-in-knowledge-graphs/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/llm-fine-tuning-lora/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/what-are-knowledge-graphs/</loc>
    <lastmod>2026-09-13T00:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/prompt-engineering/</loc>
    <lastmod>2026-09-13T01:05:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/evaluating-llms/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/rag-and-llms/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/attention-in-transformers/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/model-extraction-attacks/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/memories-in-large-language-models/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/speaker-anonymization/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/posts/llm-agents/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/ai-systems/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
    <xhtml:link
                rel="alternate"
                hreflang="de-DE"
                href="https://akshat4112.github.io/de/"
                />
    <xhtml:link
                rel="alternate"
                hreflang="en-GB"
                href="https://akshat4112.github.io/"
                />
  </url><url>
    <loc>https://akshat4112.github.io/tags/inference/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/llm/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/memory/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/rag/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
    <xhtml:link
                rel="alternate"
                hreflang="de-DE"
                href="https://akshat4112.github.io/de/tags/"
                />
    <xhtml:link
                rel="alternate"
                hreflang="en-GB"
                href="https://akshat4112.github.io/tags/"
                />
  </url><url>
    <loc>https://akshat4112.github.io/posts/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
    <xhtml:link
                rel="alternate"
                hreflang="de-DE"
                href="https://akshat4112.github.io/de/posts/"
                />
    <xhtml:link
                rel="alternate"
                hreflang="en-GB"
                href="https://akshat4112.github.io/posts/"
                />
  </url><url>
    <loc>https://akshat4112.github.io/tags/agents/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/ai-safety/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/evaluation/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/production-ai/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/tool-use/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/fine-tuning/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/lora/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/preference-learning/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/qlora/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/anonymization/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/privacy/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/speaker-verification/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/speech-processing/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/voice-conversion/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/ai-security/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/cybersecurity/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/machine-learning/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/model-extraction/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/ai/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/attention/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/deep-learning/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/neural-networks/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/nlp/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/self-attention/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/transformers/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/document-intelligence/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/retrieval/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/prompt-design/</loc>
    <lastmod>2026-09-13T01:05:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/security/</loc>
    <lastmod>2026-09-13T01:05:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/structured-outputs/</loc>
    <lastmod>2026-09-13T01:05:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/data-modelling/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/knowledge-graph/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/semantic-search/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/diffusion-models/</loc>
    <lastmod>2026-09-10T09:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/generative-ai/</loc>
    <lastmod>2026-09-10T09:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/ontology/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/semantic-web/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/about/</loc>
    <lastmod>2024-01-01T00:00:00+00:00</lastmod>
    <xhtml:link
                rel="alternate"
                hreflang="de-DE"
                href="https://akshat4112.github.io/de/about/"
                />
    <xhtml:link
                rel="alternate"
                hreflang="en-GB"
                href="https://akshat4112.github.io/about/"
                />
  </url><url>
    <loc>https://akshat4112.github.io/tags/ai-infrastructure/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/embeddings/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/vector-databases/</loc>
    <lastmod>2026-09-13T01:10:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/bias/</loc>
    <lastmod>2026-09-12T23:58:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/ethics/</loc>
    <lastmod>2026-09-12T23:58:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/fairness/</loc>
    <lastmod>2026-09-12T23:58:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/events/</loc>
    <lastmod>2023-04-15T00:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/hackathon/</loc>
    <lastmod>2023-04-15T00:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/stuttgart/</loc>
    <lastmod>2023-04-15T00:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/startups/</loc>
    <lastmod>2023-04-01T00:00:00+02:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/aaai/</loc>
    <lastmod>2023-03-01T00:00:00+00:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/aics/</loc>
    <lastmod>2023-03-01T00:00:00+00:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/computer-vision/</loc>
    <lastmod>2023-03-01T00:00:00+00:00</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/publications/</loc>
    <lastmod>2023-03-01T00:00:00+00:00</lastmod>
    <xhtml:link
                rel="alternate"
                hreflang="de-DE"
                href="https://akshat4112.github.io/de/publications/"
                />
    <xhtml:link
                rel="alternate"
                hreflang="en-GB"
                href="https://akshat4112.github.io/publications/"
                />
  </url><url>
    <loc>https://akshat4112.github.io/tags/healthcare/</loc>
    <lastmod>2020-05-05T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/talks/</loc>
    <lastmod>2020-05-05T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/workshop/</loc>
    <lastmod>2020-05-05T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/intel-innovator/</loc>
    <lastmod>2019-09-06T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/government/</loc>
    <lastmod>2017-04-28T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/tags/india/</loc>
    <lastmod>2017-04-28T00:00:00+05:30</lastmod>
  </url><url>
    <loc>https://akshat4112.github.io/archive/</loc>
  </url><url>
    <loc>https://akshat4112.github.io/categories/</loc>
    <xhtml:link
                rel="alternate"
                hreflang="de-DE"
                href="https://akshat4112.github.io/de/categories/"
                />
    <xhtml:link
                rel="alternate"
                hreflang="en-GB"
                href="https://akshat4112.github.io/categories/"
                />
  </url><url>
    <loc>https://akshat4112.github.io/search/</loc>
  </url>
</urlset>
