Headline

Applied AI Systems Builder | Voice agents, mobile automation & GenAI media at scale| n8n Automation| ComfyUI Image/Video Workflows | ex-Amazon(Prime Video) | Ex-Samsung(Knox Platform) | BITS Pilani

About

As an Artificial Intelligence Consultant since January 2025, I focus on designing and executing advanced AI solutions that streamline automation across text, browser, image, and voice workflows. Key contributions include automating browser-based reconciliation processes, significantly enhancing efficiency, and developing the G Story AI Stack, which empowers teams with generative AI media tools to boost creative throughput. I hold dual degrees in B.E. (Hons) Electronics & Instrumentation Engineering and M.Sc. (Hons) Biological Sciences from BITS Pilani. My professional journey includes co-founding innovative startups such as QALL·E and Lowkey Tech, where I worked on GenAI-driven systems and media-tech solutions. I bring expertise in AI orchestration, automation, and generative media pipelines to create impactful, scalable solutions for real-world applications.

Location

Bengaluru

AI stack

anthropic apis

claude code

langchain

langgraph

Deepgram

Ragas

Work experience

Artificial Intelligence Consultant at Self Owned, Jan 2025 - Present · 1 yr 9 mos, Consulting and execution focused on AI orchestration and automation across text, browser, image, and voice-agent workflows. ●​ Browser Automation for Reconciliation Pipeline: Automated the R360 reconciliation process, processing ~180k records/day, previously consuming ~6-8 hours/day across 10 operators and causing downstream reconciliation delays for 4+ stakeholders. Built Metabase observability with 6-8 waterfall failure classes to standardize triage and ownership. ●​ The G Story AI Stack: Developed a multi-tenant GenAI media creation platform enabling teams to generate moodboards, brand-aligned visuals, and controllable creative concepts for client presentations and production planning. Increased creative throughput from one to 8+ decks per week per creative brand manager. ●​ Cameo Voice Call Agent for Healthcare: Architected a HIPAA-compliant Azure-based voice agent system for healthcare providers, supporting appointment scheduling, rescheduling, reception workflows, and EHR-connected patient interactions using LangGraph orchestration, Epic/eCW integrations, and SMART on FHIR, with end-to-end observability, call analytics dashboards, success/failure event reporting, and cost tracking.

Co-Founder at QALL·E, Jan 2023 - Dec 2024 · 1 y 11 mo, Indiranagar, Bangalore, Built a GenAI-driven mobile test authoring platform for ecommerce and quick-commerce apps. ●​ Built a system that transformed natural-language business journeys into structured, executable functional and UX test flows. ●​ Designed the agentic / orchestration architecture for screen understanding, flow decomposition, action planning, and result verification across mobile app journeys. ●​ Integrated telemetry, observability, and reporting layers tied to business-critical UI states, enabling faster root-cause detection and release confidence. ●​ Supported automation across 40+ core journeys, 300+ app screens/states, and 5+ product categories. ●​ Worked closely with product and business stakeholders to translate high-value customer journeys into reliable automated test coverage suites.

Co-Founder at Lowkey Tech, Jan 2023 - Dec 2024 · 1 y 11 mo, Indiranagar, Bangalore, AI media-tech startup building generative image and video editing workflows for creators, brands, and agencies. ●​ Built GenAI pipelines for product placement, visual asset editing, and creator-content enhancement across branded media use cases, powered by diffusion and multimodal models. ●​ Prototyped controllable editing systems involving segmentation, masking, and workflows to reduce manual post-production effort. ●​ Executed zero-to-one engineering across model experimentation, pipeline design, product architecture, and workflow UX. ●​ Generated strong early insight into the technical and commercial realities of AI-assisted media production, including high-cost intervention points and marketplace adoption challenges.

Software Engineer at Amazon, Jun 2021 - Dec 2022 · 1 yr 7 mos, Bengaluru, Karnataka, India, Full stack developer in Amazon Prime Video Team

Software Engineer at Samsung Electronics, Sep 2020 - Jun 2021 · 10 mos, Noida, Uttar Pradesh, India, Android/Backend security developer in Samsung Knox Platform team. Managed the Attestation and ICCC modules.

Education

B.E. (Hons) Electronics & Instrumentation Engineering, M.Sc. (Hons) Biological Sciences, Birla Institute of Technology and Science, Pilani

Science, Army Public School (APS)

Public links

github: https://github.com/ludraga

abhiroop.me: https://abhiroop.me/