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Atanseiye kolade

@atanseiyekolade

Applied AI Engineer at Nkenne building multilingual speech and language models and authenticated FastAPI inference APIs.

Nigeria

Message

At Nkenne, I lead multilingual model development for speech recognition, speech synthesis, machine translation, and grammatical correction. I build training and evaluation workflows with human review and structured error analysis.

At Energy Data Network, I own the EDNLight product lifecycle, from problem definition and feature prioritization through implementation and release preparation. I build its web and mobile interfaces and services for electricity purchases and meter management.

At Analytics Intelligence, I built production RAG applications for document retrieval and fine-tuned Mistral and LLaMA2 models for summarization and text generation. I also developed data pipelines and model-evaluation workflows.

For the EDNAi Developer Platform, I built Python and TypeScript SDKs, authenticated generation APIs, a playground, and documentation connected to the NCAIR1/N-ATLaS model runtime. I also built agentic resume optimization workflows and a RAG system for document retrieval.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Engineer

Current

Nkenne

Jan 2025 - Present (1 year 9 months)

Lead multilingual model development for speech recognition, speech synthesis, machine translation, and grammatical correction using PyTorch and Hugging Face. Build authenticated FastAPI inference APIs with quantization, batching, and GPU-aware loading.

PyTorch Hugging Face Python GCP Vertex AI Kubeflow Docker Cloud Build VertexAI Pipelines fastAPI ASR STT TTS Machine Translation Grammar Correction Distributed Training NVIDIA H100 Checkpoint Selection Human Review Error Analysis

Current

Founder and AI / Software Engineer

Current

Energy Data Network

Jan 2025 - Present (1 year 9 months)

Own EDNLight's product lifecycle from problem definition and feature prioritization through UX design, architecture, implementation, testing, and release preparation. Build React and TypeScript interfaces for web, Android, and iOS with Capacitor, covering meter verification, electricity purchases, gifting, token retention, and transaction history.

React TypeScript Capacitor NodeJS Fastify CockroachDB Redis Kafka Monnify VTPass Auth0 OIDC PKCE Authentication biometric authentication Rate limiting Encryption Admin Dashboards Claude Codex

Lead AI Engineer

Energy Data Technology

Nov 2025 - Apr 2026 (5 months)

Developed Python ML systems for abnormal consumption, non-technical loss detection, and energy-demand forecasting using PyTorch and Scikit-learn. Built time-series ETL pipelines with Python, SQL, Celery, and Redis; evaluated detection models through threshold tuning, F1-score, and ROC-AUC.

Python PyTorch scikit learn Time Series ETL SQL Celery Redis F1 Score ROC AUC

AI Trainer

Outlier

Aug 2024 - Nov 2024 (3 months)

Curated and validated LLM training and evaluation data, supporting annotation quality, prompt evaluation, and structured error analysis.

LLM Data Annotation Prompt Evaluation Error Analysis

Data Scientist

Analytics Intelligence

Feb 2021 - Nov 2024 (3 years 9 months)

Built production RAG applications for document retrieval using Python, LangChain, OpenAI models, and Pinecone. Fine-tuned Mistral and LLaMA2 models with PyTorch, Hugging Face, and parameter-efficient adaptation for summarization and text generation.