Looking for a job

Deep Santoshwar

@deepsantoshwar

Message

I build production LLM, voice AI, and agent systems serving real users.

India

Message

What I'm looking for

I'm looking to build production AI products, especially multi-agent, retrieval, tool-calling, and real-time voice systems, while working closely with product teams and customers on scalable cloud platforms.

I've shipped production LLM systems for clients across the UK, UAE, and India, including AIApply's Windows and macOS interview assistant serving 10,000 daily users. I built retrieval and tool-calling agents, led an OpenRouter migration, and improved live speech-to-text answer quality on Python, FastAPI, GCP, and PostgreSQL.

At Bildory, I engineered a 12-agent CrewAI pipeline that turns a single prompt into a structured, editable deck for a Gamma-competing AI platform. I also built its Python, FastAPI, MongoDB, and AWS backing services while working directly with the founders.

For Qualia, I delivered UltraChat, CallPulse, and a LiveKit/Pipecat voice agent for enterprise clients TCS and EuroSchool.

My foundation spans backend, cloud, and data systems: I built an influencer platform for 10,000+ users, operated AWS applications at 98.8% uptime, and created CI/CD and observability improvements. I also contribute to open source, including a merged Django webhook SSRF security fix, and launched Airblander to prevent AI agents from using stale SDK documentation.

Experience

Work history, roles, and key accomplishments

Current

Experience AI Engineer

Current

Bildory

Jan 2026 - Present (7 months)

Engineered a 12-agent CrewAI pipeline turning a single prompt into a structured, editable deck for a Gamma-competing AI platform. Built the backing services on Python, FastAPI, and MongoDB over AWS, scoping directly with the founders.

Crew AI Python fastAPI MongoDB AWS

Education

Degrees, certifications, and relevant coursework

MIT Academy of Engineering

Bachelor of Technology, Information Technology

2019 - 2023

Grade: 8.55 CGPA

Activities and societies: 30+ GeeksforGeeks articles, 28K+ views on a top article; revitalized 100+ DSA articles.

Pursued a Bachelor of Technology in Information Technology, achieving a CGPA of 8.55. Earned certifications in AWS and Microsoft Azure, and contributed to GeeksforGeeks with over 30 articles.