Skip to content
View vk-ai's full-sized avatar
2 followers · 0 following

Achievements

Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Block or report vk-ai

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
vk-ai/README.md

Vinay Kumar K M (vk-ai)

Lead Engineer. Personal OSS / learning demos for AI, ML, and MLOps interview themes.

Framing: Every repo linked below is a small open-source teaching project. They are not employer production software, are not affiliated with any employer, and must not be described as production systems or employer experience.

Portfolio index — JD theme → demo

If a job description emphasizes… Start here
Agents, tool-calling graphs, LangGraph-style eval langgraph-eval-demo
RAG, hybrid retrieval, Bedrock/OpenAI-style providers rag-aws-gateway-demo
TypeScript / Node LLM gateway + simple RAG ts-ai-gateway-demo
Feature store (Feast-style offline / online) feature-store-fundamentals
ML pipeline DAG (Metaflow / Airflow-style train→validate→register) ml-pipeline-metaflow-demo
OpenAI-compatible /v1/chat/completions serving stub openai-compat-inference-stub
LoRA / PEFT-style fine-tuning (CPU toy) tiny-lora-finetune-demo
Efficient CNN, quantization, pruning (edge vision) efficient-cnn-quantize-demo
Point cloud / geometric ML fundamentals point-cloud-geo-ml-demo

Suggested profile pins (6)

langgraph-eval-demo · rag-aws-gateway-demo · ts-ai-gateway-demo · feature-store-fundamentals · openai-compat-inference-stub · tiny-lora-finetune-demo

Pinned Loading

  1. skill-eval skill-eval Public

    Score tool-calling agents on selection, argument schema, and refusal. No agent framework required.

    Python

  2. pg-governance-agent pg-governance-agent Public

    Corporate Postgres governance agent — MCP, Vault secrets, RBAC policy, audit.

    TypeScript

  3. helix helix Public

    Helix is a local-first personal agent OS: capability-based tools, OS-keychain secrets, a frozen LLM, and file-based memory you can read and rewind.

    Rust

  4. ml-pipeline-metaflow-demo ml-pipeline-metaflow-demo Public

    OSS learning: Metaflow/Airflow-style ML DAG train→validate→register stub. Not employer production.

    Python

  5. openai-compat-inference-stub openai-compat-inference-stub Public

    OSS learning: FastAPI OpenAI-compatible /v1/chat/completions mock + latency metrics. Not employer production.

    Python

  6. tiny-lora-finetune-demo tiny-lora-finetune-demo Public

    OSS learning: CPU-friendly tiny LoRA/fine-tune config + eval harness. Not employer production.

    Python