Real-time AI monitoring for Tanzania's broadcast landscape. Whisper Large v3 STT → multilingual-BERT → BERTopic topic clustering → spaCy NER. Elasticsearch multi-year archive, Kafka streaming, GPU-accelerated inference on DGX Spark.

AI-powered resume screening using Sentence Transformers (all-MiniLM-L6-v2) for semantic similarity scoring. Ranks candidates by skill alignment and generates explainable match reports via REST API.

No-code platform to deploy custom GPT assistants. Upload documents, configure persona & guardrails, embed as a chat widget. Multi-provider (OpenAI, Claude, Ollama) with conversation analytics dashboard.

Multi-modal content moderation pipeline. CLIP + NSFW classifiers screen images; fine-tuned DeBERTa handles text toxicity. Kafka ingestion at 50K events/sec with sub-200ms p99 latency.

Classifies scanned documents (invoices, contracts, receipts) using LayoutLMv3 with OCR pre-processing. REST API returns document type, confidence score, and extracted key fields.

Streaming sentiment analysis across Twitter, Reddit, and news feeds. Fine-tuned RoBERTa model with aspect-based sentiment extraction and Grafana dashboards for brand monitoring.

Drag-and-drop chatbot builder with intent recognition, entity extraction, and multi-channel deployment (web, Slack, Teams). Built-in A/B testing for conversation flows.

Hybrid collaborative + content-based recommendation system. Real-time feature store in Redis, model serving via TensorFlow Serving, supports A/B experimentation and cold-start handling.

Real-time transaction fraud detection using gradient-boosted trees and graph neural networks. Processes 10K+ transactions/sec with explainable risk scores via SHAP.

Time-series forecasting for demand planning and inventory optimization. Prophet + N-BEATS ensemble models with automated hyperparameter tuning and Airflow-orchestrated retraining.

End-to-end NLP pipeline: tokenization, POS tagging, NER, relation extraction, and coreference resolution. Configurable DAG with Prefect orchestration and MLflow experiment tracking.

Custom image classification and object detection platform. Upload training data, auto-train EfficientNet or YOLOv8 models, deploy as scalable inference endpoints with GPU auto-scaling.

Autonomous email assistant that drafts replies, categorizes threads, and schedules follow-ups using RAG over org knowledge base. Integrates with Gmail and Outlook via OAuth 2.0.

Automated knowledge graph construction from unstructured text. spaCy NER + relation extraction populates Neo4j graphs. Interactive Cytoscape.js explorer with natural-language graph queries.

GitHub-integrated AI code reviewer. Analyzes PRs for bugs, security issues, and style violations using AST parsing + LLM reasoning. Posts inline comments with fix suggestions.

Real-time meeting transcription with speaker diarization, action-item extraction, and summary generation. Whisper for STT, pyannote for diarization, and LLM-generated meeting briefs.

Collaborative data labeling platform for text, image, and audio datasets. Active learning suggestions, inter-annotator agreement metrics, and COCO/YOLO export formats.

Fine-tune VITS/Coqui TTS models on custom voice samples. Web studio for recording, training, and generating speech with emotion control. REST API for integration.

Unsupervised anomaly detection for time-series metrics. Isolation Forest + Autoencoder ensemble with dynamic thresholds. PagerDuty and Slack alerting on detected anomalies.

Extracts structured tables from PDFs, scanned documents, and images using transformer-based table detection. Outputs clean CSV/JSON with cell-level confidence scores.

Version-controlled prompt management for LLM applications. A/B testing, usage analytics, cost tracking, and team collaboration with role-based access on prompt libraries.