M S Gulshan

Senior AI Software Engineer (promoted from AI Software Developer)

• Lead the AI team's planning and development, and manage client projects through to release.
• Built the pipeline behind the company's product carbon footprint tool: it reads multi-page bills of materials and produces the emission reports that were previously prepared by hand.
• Fine-tuned open-source LLMs (LoRA, QLoRA) to extract and classify materials, reaching 98.7% parsing accuracy.
• Built hybrid search in Qdrant (vectors plus metadata filters) that matches each material against over 1 million LCA records.
• Cut retrieval latency by 40% with token budgets and NDJSON/SSE streaming from the Flask backend.

Trainee Decision Scientist

• Built data pipelines and analytical models for enterprise clients and presented the findings.

MERN Stack Developer Intern

• Developed MERN stack web applications that supported more than 100 concurrent users.

Python, Ollama, Qdrant, GitHub Actions · github.com/gulshanmsgit/answergate · PyPI

• Open-source CLI and GitHub Action, published on PyPI, that runs test questions against an AI assistant and fails the pull request when answers get worse.
• Grades answers with a local LLM through Ollama and checks for leaked personal data, prompt injection and off-topic answers.
• Caught 36 of 42 planted faults across 1,070 test questions with no false alarms, and flagged a chunk-size change that lowered correctness on a FastAPI + Qdrant assistant.

JavaScript, Firebase, PWA · github.com/gulshanmsgit/Exsy- · Live app

• Installable web app for tracking a family's money: separate books per person, cash, bank and card accounts, loans, and EMIs with GST.
• Runs a chit fund: monthly collections, overdue list, a random draw among members yet to win, and PDF statements shared on WhatsApp.
• Fills in an entry from a pasted bank SMS or UPI message; works offline, with Google sign-in and private sync through Firestore.

Python, LSTM, SQL

• Trained an LSTM on live traffic sensor data to adjust signal timing; congestion fell 30% in simulation.