work

Co-founded a company that builds software for utility companies. Our product, Discom360, is a cloud-native platform covering meter data, billing intelligence, field operations and consumer applications.

• Took the product from first design to production, covering architecture, engineering, deployment and app store releases.
• Own the technical direction end to end: backend systems, data pipelines, mobile, infrastructure and security.
• Built and lead the engineering team.

Co-founded RetailQ (RTLQ Tech Pvt. Ltd.), a software company for small retailers, restaurants and other MSMEs. Our point-of-sale and operations platform ran their day-to-day business, and at its peak more than 190 franchises across Punjab were customers. The product was later rebranded as FloPOS, which my co-founder now runs as a separate product. RetailQ itself wound down in early 2026 after running out of funding for growth.

• Led technical decisions across product architecture, backend, database design and customer-facing interfaces.
• Architected the infrastructure for three in-house retail products, isolating each store's backend behind its own subdomain.
• Built plug-and-play thermal receipt printing from the browser over WebUSB.
• Built an OCR and LLM pipeline for product categorisation that halved manual catalogue entry time.
• Led AI R&D on semantic reasoning and tool-calling features with Mistral Small and llama.cpp, from model selection to latency testing.

Led development of LogWise, a multi-agent RAG system that answers plain-language questions over complex, multi-file log schemas.

• Built an agent orchestrator that routes each query to the right specialist agent with the right context.
• Designed schema graphs with hierarchical indexing and community summaries to guide retrieval.
• Reduced hallucinated and malformed queries with re-ranking and context summarisation.
• Built evaluation harnesses and telemetry to analyse failure modes.
• Python, NetworkX, Milvus, SQLite, MySQL, sentence transformers, Qwen 3 8B on Ollama and llama.cpp.

Core Member · Oct 2023 - Jun 2024
Executive Member · Nov 2022 - Oct 2023

• Won the society’s internal hackathon in 2023.
• Led engineering teams for the society’s flagship events.
• Organised and taught sessions on web development and development fundamentals for junior students.

Core Member · Nov 2023 - Apr 2024
Executive Team Member · Nov 2022 - Nov 2023

• Helped organise the cell’s flagship events, working across marketing and technology.
• Led technical teams under senior members and planned event readiness from preparation through launch.
• Architected the services used to run events and handle participant interactions.
• Later returned to the cell’s startup summit, E-Summit, as a founder with RetailQ.

Executive Member · Apr 2023 - Apr 2024

• Worked on the chapter’s backend team and was a regular voice in its technical discussions.

Executive Team Member · Nov 2022 - Aug 2023

• Sole tech lead, and the entire tech team, for one of the cell’s flagship events. It was a capture-the-flag (CTF) competition for more than 300 students.
• Built and hosted the complete event stack single-handedly, and the event ran smoothly from start to finish.
• Published a writeup of the event’s challenges: Save The Musketeer.
• Full-stack and PHP development for the cell’s web presence.