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01 / Home

AI Engineer

SatyaKishore

Building local and agentic systems with LLMs, RAG, tools, memory, and verification.

Fourth-year ECE student at KL University, shifting from hardware systems into AI engineering. The work is in progress — local models, retrieval, agents, and verification.

Program
B.Tech — 4th Year
Discipline
Electronics & Communication Engineering
School
KL University
Track
Honors through Innovation
Specialization
VLSI Specialization

02 / Now

Currently

Active work, not a claim of expertise. These are the surfaces I am in every week.

Learning

  • AI Engineering

Building

  • LLM Applications
  • RAG Systems
  • AI Agents
  • Local AI

Exploring

  • AI Memory
  • Tool Calling
  • Agentic Systems
  • AI Automation
  • LLM Optimization

03 / Path

An ongoing AI engineering journey

States, not percentages. Completed foundations sit under work that is still being built. Production AI is next, not done.

  1. Foundations

    Completed

  2. Machine Learning

    Learning

  3. Deep Learning

    Learning

  4. Transformers

    Learning

  5. Generative AI

    Building

  6. LLM Engineering

    Building

  7. Agentic AI

    Building

  8. Production AI

    Building

04 / Work

Featured projects

Three systems worth inspecting first. The rest live on the project index.

Featured

Built

Meera

Local AI operating layer that plans, executes tools, and verifies outcomes instead of trusting the model’s word.

Node.js · Ollama · Qwen 2.5 · SearXNG · Playwright

Krish AI

Built

Dependency security analysis that turns OSV findings into a brief, then patches only after explicit approval.

Python · LangGraph · Gemini 2.5 Flash · OSV · osv-scanner

Enterprise Customer Support Assistant

Built

Hybrid RAG for support questions: vector search plus BM25, fused, then answered by a local LLM with citations.

Python · LangChain · FAISS · BM25 · sentence-transformers

05 / Next

Interested in what I'm building?

Explore the projects, follow the learning journey, or connect.