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Portfolio — ’26Certified Senior AI Engineer
TensorFlow Certified
Remote · Worldwide

Hello, I'm

Latheesh

~/lat $ whoami

Senior AI Engineer

I design, train and ship intelligent software for 200+ businesses — from Python ML pipelines to Rust engines and apps people keep on their phones.

Python✦PyTorch✦Machine Learning✦LLMs✦Rust✦Computer Vision✦RAG✦MLOps✦Agents✦JAX✦Deep Learning✦FastAPI✦
Python✦PyTorch✦Machine Learning✦LLMs✦Rust✦Computer Vision✦RAG✦MLOps✦Agents✦JAX✦Deep Learning✦FastAPI✦
// 01About

I build at the seam between research and product. Models are only useful once they are fast, observable and in someone's hands — so I write the training loop, the inference server, the plugin and the UI, and I measure all of it.

200+

Businesses worked with

10+

Years writing production code

40+

Models trained & deployed

7

Products shipped & in progress

// 02Selected work

Things I've shipped
& am shipping.

01 / 06In development

Game middleware · 2026

Marchline

A deterministic pathfinding and crowd-navigation engine for RTS-scale games. Rust core, C ABI, engine adapters.

  • →Flow fields with automatic query coalescing for 10k+ agents
  • →Bit-identical results across platforms for lockstep multiplayer
  • →Native builds for macOS, Windows, Linux, Android, iOS and WebGL
  • Rust
  • C ABI
  • C#
  • Unity
  • WebAssembly
Shipping soon
02 / 06In development

Blender extension · 2026

Animal Rigger Pro

Guided marking and automatic rig generation for quadrupeds and other animals — mark a few landmarks, get an animation-ready rig.

  • →Guided landmark marking that walks you through any animal mesh
  • →Body mechanics and robust automatic binding for dogs, cats and beyond
  • →Surface-smoothed auto weights; face and animator toolbox in preview
  • Python
  • Blender API
  • Geometry processing
  • Skinning
Coming to Superhive
03 / 06Live on the App Store

iOS app · 2026

Klyra

Panic and anxiety relief in your pocket — a calm mode that works offline, a personal panic plan and a six-week skills path.

  • →Guided breathing and grounding when it matters most
  • →Private CBT thought records, journaling and mood insights
  • →Offline emergency pack and a trusted-circle feature
  • Swift
  • SwiftUI
  • Offline-first
  • Privacy by design
View on the App Store
04 / 06Live on Superhive

Blender add-on · 2026

AutoMech Pro

Turns rigid hard-surface models into animation-ready mechanical rigs — without touching the source mesh.

  • →Eight joint types, IK/FK blending with pose preservation
  • →Gait systems for multi-legged walkers with terrain contact
  • →Hydraulics, gears, pulleys and clearance-checked routing
  • Python
  • Blender API
  • IK solvers
  • Procedural rigging
View on Superhive
05 / 06Live on Superhive

Blender add-on · 2026

AtmosRay

A cinematic atmosphere director — fog, god rays and volumetrics with film-set controls instead of shader maths.

  • →Camera-locked fog that never swims on animated shots
  • →Scene-safe lighting, fifteen mood presets, per-shot profiles
  • →Ray Doctor diagnostics for Cycles and EEVEE
  • Python
  • Blender API
  • Volumetrics
  • Shader nodes
View on Superhive
06 / 06Live

WordPress plugin · 2025

Grid Panda

Dynamic, filterable post grids for catalogs, directories and archives — built visually, served by an indexed query engine.

  • →Fourteen facet types and six layouts, from masonry to carousel
  • →SEO-clean filtered URLs with canonical handling
  • →WooCommerce, ACF, Gutenberg, Elementor and WPML ready
  • PHP
  • JavaScript
  • MySQL indexing
  • WordPress
Visit wpgridpanda.com
// 03Skills

Python first.
Models that ship.

Deep learning, classical ML and LLM systems — with the data engineering and MLOps to keep them honest in production.

01 — Languages

  • Python
  • Rust
  • TypeScript
  • Swift
  • C#
  • SQL
  • PHP

02 — Machine learning

  • TensorFlow
  • Keras
  • PyTorch
  • JAX
  • scikit-learn
  • XGBoost
  • Transformers
  • Computer vision

03 — LLMs & agents

  • RAG pipelines
  • LoRA / QLoRA fine-tuning
  • Tool-use agents
  • Evals
  • pgvector
  • Qdrant

04 — MLOps

  • Docker
  • Kubernetes
  • Ray
  • MLflow
  • Weights & Biases
  • ONNX
  • Triton
  • CUDA

05 — Data

  • pandas
  • Polars
  • Spark
  • Airflow
  • dbt
  • Postgres

06 — Product

  • FastAPI
  • Next.js
  • React
  • SwiftUI
  • Vercel
  • AWS
  • GCP
lat.pypython 3.13
01from connectivai import Engineer
02
03lat = Engineer(
04 role="Senior AI Engineer",
05 certified=True,
06 stack=["python", "pytorch", "rust", "llms"],
07)
08
09@lat.ship
10def build(idea: str) -> Product:
11 model = lat.train(idea, data="whatever it takes")
12 evals = model.evaluate(until="boringly reliable")
13 return model.deploy(p99_ms=50, users="many")

Certifications

Certified, twice over.

  • Senior AI Engineer[ certified ]

    Model architecture, training at scale, LLM systems design, MLOps and responsible AI.

  • TensorFlow Developer[ certified ]

    Building and training neural networks in TensorFlow — computer vision, NLP and time series.

// 04Experience

From full stack to senior AI — a decade of shipping.

2022 — Now

Senior AI Engineer

ConnectivAI

Delivering AI for 200+ businesses and shipping products end to end — LLM and retrieval systems, fine-tuned models, evaluation harnesses — alongside the developer tools, game middleware and apps built on them.

2019 — 2022

Software Engineer

Product & platform teams

Backend services and data pipelines in Python, then the first machine-learning features in production: forecasting, computer vision and the monitoring to trust them.

2016 — 2019

Full Stack Engineer

Web & product

Full-stack web applications from database to UI. Shipped fast, learned faster, and fell for data along the way.

// 05Contact

Let's buildsomethingsmart.

lat@connectivai.com
connectivai.com ↗Open to AI engineering roles, contracts & collaborations.