Pranav Singla

Designed and shipped end-to-end outbound engines for 4+ clients, covering lead sourcing, AI-driven qualification, and CRM sync via n8n pipelines processing 300+ leads/month with zero human intervention. Built LLM-powered lead scoring and classification workflows using structured output prompting to rank inbound signals and route qualified prospects into the appropriate sequences automatically.

Developed

Telegram bots backed by LLM summarization to surface real-time campaign insights, enabling async observability and reducing client monitoring overhead across active outbound workflows.

Freelance AI Automation & GTM Engineer at Self-Employed (11/2025 – Present)

• Designed and shipped end-to-end outbound engines for 4+ clients, covering lead sourcing, AI-driven qualification, and CRM sync via n8n pipelines processing 300+ leads/month with zero human intervention.
• Built LLM-powered lead scoring and classification workflows using structured output prompting to rank inbound signals and route qualified prospects into the appropriate sequences automatically.
• Developed Telegram bots backed by LLM summarization to surface real-time campaign insights, enabling async observability and reducing client monitoring overhead across active outbound workflows.
• Translated vague client GTM requirements into reliable production systems integrating multiple LLM providers, CRMs, and external APIs, debugging edge cases across real deployment environments.

AI/ML Engineering Intern at Fradle Corporation

• Built LangChain agent workflows using GPT-4o for intelligent query routing and contextual response generation, with semantic search over structured data via PostgreSQL pgvector.
• Designed RESTful APIs serving AI model inferences to the frontend and integrated Google Gemini into a production help-request module with structured, reliable response formatting.

Bachelor of Technology in Computer Science & Engineering – Punjab Engineering College (08/23 – 09/27)