I’m a B.Tech Data Science student building systems at the intersection of AI/ML, systems engineering, and developer tooling. My current work spans hardware-aware neural architecture search, agentic WebGPU/WGSL shader generation and profiling with Shader Alchemist, developer-memory infrastructure with Cortexta, and backend systems with Go and Rust. I’m especially interested in compiler and language design, GPU computing, algorithmic optimization, and turning research ideas into reliable, measurable software.

Contact: mdayanalam12a@gmail.com

📊 More Detailed Stats

• Shader Alchemist — An agentic engineering workflow for WebGPU/WGSL shader synthesis, validation, GPU profiling, and iterative optimization.
• NeuroSwarm AutoML — Hardware-aware neural architecture search that co-evolves model topology and hyperparameters under latency and FLOP constraints.
• Helios — A Go backend framework focused on durable storage, authentication, authorization, rate limiting, background jobs, and reverse-proxy capabilities.
• Cortexta — A local-first developer-memory runtime with semantic retrieval and context management for coding workflows.
• Nagari — A Rust-based language project exploring a Python-like authoring experience and JavaScript ecosystem interoperability.

These high-level diagrams are generated from the portfolio manifest and refreshed automatically.

The gallery prefers Mermaid diagrams documented in each project's README. If a README has no Mermaid diagram, it uses the corresponding high-level flow from the profile portfolio manifest.

flowchart LR
    U[User request] --> S[ADK session state]
    S --> MA[Math Architect agent]
    MA -->|MathSpec| SEQ[ADK sequential pipeline]
    SEQ --> WW[WGSL Writer agent]
    WW -->|ShaderArtifact| PE[Performance Evaluator agent]
    PE -->|EvalReport + feedback| LOOP{ADK loop block}
    LOOP -->|Refine within budget| WW
    LOOP -->|Pass or terminate| OUT[Artifact assembler]

flowchart TD
    A["NeuroSwarm<br/>Co-Evolution Loop"]
    B["Upper-Level Evolution<br/><b>Genetic Algorithm (GA)</b><br/><br/>• Discrete DAG topologies<br/>• Subgraph crossover<br/>• Edge toggling<br/>• Operation mutation<br/>• Cycle-prevention checks"]
    C["Lower-Level Evolution<br/><b>PSO-DE</b><br/><br/>• Continuous hyperparameters<br/>• Particle velocity updates<br/>• Differential Evolution<br/>• Bounds clipping"]
    D["Gaussian Process Surrogate<br/><b>+ UCB Acquisition</b><br/><br/>• Predicts performance: μ, σ<br/>• Filters expensive evaluations<br/>• UCB(x) = μ(x) + κ · σ(x)"]
    E["Distributed Ground-Truth Training<br/><b>Ray / Multiprocessing + CUDA</b><br/><br/>• Multi-GPU process allocation<br/>• Pinned / non-blocking CUDA transfers<br/>• Automatic Mixed Precision (AMP)<br/>• CosineAnnealingWarmRestarts"]
    F["Hardware-Aware Fitness Evaluation<br/><br/><b>F<sub>constrained</sub> = Accuracy − α·max(0, Latency − τ<sub>latency</sub>) − β·max(0, FLOPs − τ<sub>flops</sub>)</b>"]
    G["Next Co-Evolution Iteration<br/><br/>Fitness feedback → GA + PSO-DE → Surrogate → Training → Hardware Evaluation"]

    A --> B --> C --> D --> E --> F --> G
    G --> B

flowchart LR
  N0["Client and reverse proxy"]
  N1["Gateway: authentication, RBAC, rate limits"]
  N2["Services and job workers"]
  N3["ATLAS durable KV store"]
  N4["Raft replication"]
  N5["Metrics, logs, and traces"]
  N0 -->|request| N1
  N1 -->|authorized request| N2
  N2 -->|data operations| N3
  N3 -->|replicated state| N4
  N2 -->|telemetry| N5

flowchart LR
  CLI[Primary CLI]
  MCP[MCP stdio server]
  DAEMON[Daemon HTTP and WS]
  CXLINK[CX-LINK routes]
  MEM[Mempalace]
  SQLITE[(SQLite)]
  VECTOR[(Vector provider)]
  GRAPH[(Graph index)]

  CLI --> DAEMON
  MCP --> DAEMON
  DAEMON --> CXLINK
  CXLINK --> MEM
  MEM --> SQLITE
  MEM --> VECTOR
  MEM --> GRAPH

flowchart LR
  N0[".nag source"]
  N1["Rust lexer and parser"]
  N2["AST and semantic analysis"]
  N3["JavaScript code generation"]
  N4["Runtime and JS ecosystem"]
  N0 -->|source text| N1
  N1 -->|tokens and AST| N2
  N2 -->|validated program| N3
  N3 -->|generated JavaScript| N4

flowchart LR
  N0["PDF, image, or scan"]
  N1["Ingestion and preprocessing"]
  N2["Layout analysis and OCR"]
  N3["Table extraction and post-processing"]
  N4["Structured agent-ready output"]
  N0 -->|load| N1
  N1 -->|normalized input| N2
  N2 -->|regions and text| N3
  N3 -->|validated document model| N4

An automatically refreshed index of recent default-branch engineering activity. Entries link to source commits; the feed does not invent experiment results or performance claims. Use the experiment write-up template for reproducible investigations.

Automatically indexed from the configured repositories' default branches, covering the last 60 days.

• 2026-10-09 · Change · Shader Alchemist — Correct display math delimiters for GitHub Markdown
• 2026-10-09 · Change · Shader Alchemist — Fix Markdown math delimiters for GitHub rendering
• 2026-10-09 · Change · Shader Alchemist — Fix Markdown code formatting in alignment rules
• 2026-10-09 · Change · Shader Alchemist — Expand WGSL memory alignment rules with equations and diagrams
• 2026-10-09 · Change · Shader Alchemist — Document Apache-2.0 project license
• 2026-10-09 · Change · Shader Alchemist — Add Apache License 2.0
• 2026-09-21 · Change · NeuroSwarm AutoML — style(context): apply Black formatting
• 2026-09-21 · Feature · NeuroSwarm AutoML — feat(context): add pretrained Cortexta context bridge
• 2026-09-21 · Change · Helios — Add realistic Helios retail demo application
• 2026-09-21 · Change · Helios — Upgrade and integrate Helios command services

Labels are inferred from commit subjects and are navigation hints only. This feed does not claim that a benchmark, experiment, or correctness result passed.

Latest default-branch checks, release metadata, and declared licenses for the selected public repositories. Projects without configured checks are labelled accordingly rather than being marked as passing.

_{Checks apply to the latest commit on each default branch. “No checks reported” means GitHub returned no check runs or commit statuses for that commit; it is not a passing result. Release and license values come from repository metadata.}

Recently Updated Projects:

• Shader-Alchemist — Agentic WebGPU/WGSL shader synthesis, validation, GPU profiling, and iterative optimization.

  Python · Updated 3 days ago · WebGPU · WGSL · GPU Computing

• NeuroswarmAutoml — Hardware-aware neural architecture search that co-evolves network topologies and hyperparameters under latency and FLOP constraints.

  Python · Updated 3 weeks ago · AutoML · Neural Architecture Search

• Helios — Go backend framework with durable storage, authentication, RBAC, rate limiting, background jobs, and reverse-proxy capabilities.

  Go · Updated 3 weeks ago · Go · Backend Systems

• aletheia — Document perception for AI coding agents, including OCR, layout analysis, and table extraction.

  Python · Updated 1 month ago · Document AI · Developer Tools

• polyglot-app — Description not provided yet.

  HTML · Updated 2 months ago

• Cortexta — Local-first developer-memory runtime with semantic retrieval and context management for coding workflows.

  TypeScript · Updated 2 months ago · Developer Tools · Memory Runtime

Last updated: October 13, 2026 at 06:54 UTC

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