Our team members have worked on egocentric, exocentric and teleoperation data pipelines CAPTURE MODALITIES EG Egocentric EX Exocentric TO Teleoperation MV Multi-view Sync for robot training, carrying annotation, QA and dataset delivery PIPELINE STAGES AN Annotation QA Multi-pass QA DD Dataset Delivery end to end. That work was delivered for frontier robotics and AI research groups CLIENT PROFILES AI Frontier AI Research Lab RB Humanoid Robotics OEM GPU Accelerated Compute Vendor VC Deep-tech Investment Group , for a YC-backed startup.

To carry it we built a platform for large video datasets STORAGE & DELIVERY Amazon S3 Google Cloud Storage MU Multipart Upload CDN CDN Edge Delivery MI Metadata Indexing — upload, storage and retrieval that stays quick when one capture session runs to terabytes. The pipelines covered seven operating environments INDUSTRIES COVERED MF Manufacturing & Assembly WL Warehousing & Logistics HC Healthcare & Surgical FS Food Service & Kitchens RT Retail & Inventory CN Construction & Field DH Domestic & Household , from assembly lines to household tasks.

An employee and payroll management system fronted by an AI chatbot over company knowledge RAG & VECTOR STORES PC Pinecone pgvector Qdrant . A lead lifecycle tool assembled from parts that had to hold under load: an event-driven notification service MESSAGE BACKBONE RabbitMQ Apache Kafka GCP Pub/Sub AWS SQS SNS AWS SNS EB EventBridge , quotation generation WORKSPACE INTEGRATIONS Slack API MS Teams Graph API pushed into the channels teams already work in, and invoice billing PAYMENTS Razorpay closing the loop.

A resume screening and test-taking platform LLM COMPOSITION GA Generator Agent SA Supervisor Agent RAG RAG Question Bank VA Voice AI where questions are generated, then checked by a second model before a candidate ever sees them. And enterprise data migration LAKEHOUSE STACK Databricks DL Delta Lake PySpark across multiple business units of an enterprise insurance group.

We moved systems from on-prem to cloud MIGRATION STACK AWS Google Cloud Terraform Docker and set up blue / green deployments DELIVERY PIPELINE Amazon EKS Kubernetes Helm Argo Rollouts CI CI/CD Pipelines so microservices ship without a maintenance window. Integration and performance analysis OBSERVABILITY Grafana Prometheus runs continuously, and fine-tuned LLMs are monitored MODEL TELEMETRY LT Latency CO Cost AC Accuracy DT Drift Tracking on the same footing as everything else.

Day to day that means AWS AWS SERVICES EKS EC2 S3 SQS / SNS EB EventBridge CloudWatch Lambda and GCP GCP SERVICES GKE Pub/Sub CR Cloud Run Cloud Storage BigQuery CT Cloud Tasks , picked per workload rather than per preference.

Brand strategy and positioning STRATEGY INPUTS AR Audience Research CB Competitor Benchmarking NI Niche Identification BV Brand Voice & Pillars comes before any asset — voice, messaging pillars and content themes set per platform, then campaign planning CAMPAIGN FRAME GL Defined Goals FN Funnel Stages PC Posting Calendars that fixes the goals and the calendar.

AI-powered creative production GENERATIVE VIDEO HF Higgsfield VE Veo RW Runway turns out short-form ads, reels and product showcases, with rapid variations A/B DIMENSIONS HK Hooks VS Visuals CT CTAs for testing and post-production FINISHING DaVinci Resolve CG Color Grading CP Captions PF Platform Formatting finished in house — faster and cheaper than a shoot, with no studio or talent logistics.

Social media management DISTRIBUTION Meta API CC Content Calendar SP Scheduling & Publishing CE Community Engagement then runs end to end, with personalised content SEGMENTATION AS Audience Segment PL Platform RG Region and a cadence tuned per format FORMAT MIX RL Reels CR Carousels ST Stories ST Static Posts .