Sabyasachi Mishra
Building AI systems that eliminate bottlenecks and give teams superpowers. I design the system and build the prototype, end-to-end.
What I Build
I build internal AI systems that replace slow processes with fast decisions. I unify scattered data, automate high-volume workflows, and turn broken internal ops into reliable, intelligent tools.
I combine platform-level product thinking with rapid prototyping and full-stack execution, which lets me design the system and ship the solution end to end.
A Quick Introduction
Skills & Tools
Projects Showcase
MoodBite – Voice-first food concierge
Voice-first food recommendation agent. Logged 200+ real user queries during pilot. Demonstrates multimodal UX and GPT orchestration.
FeatureFit – AI-powered feature prioritisation
AI-driven prioritization system used by real PMs to reduce planning cycles and remove ambiguity from backlog decisions.
LLM Tuner – Prompt experimentation sandbox
Prompt engineering accelerator that cut experimentation cycles by 50%. Built with GPT, FastAPI, and dynamic prompt variations.
Insights & Blogs
LLM-EO: The Future of Search
A breakdown of how LLM-engine optimisation (LLM-EO) changes how products are discovered, ranked, and surfaced in a world where AI systems, not humans, read your content first.
Designing for LLM-EO
A deep dive into aligning content, structure, and information architecture for language models instead of traditional keyword-only SEO.
What I Offer
Experience
Case Studies
Core Expertise
AI Product Strategy for Internal Systems
Define vision and roadmaps for AI and automation inside large operations, with a focus on internal tools that eliminate bottlenecks instead of just adding dashboards.
Ops-Focused Discovery
Go deep with ops, finance, and city teams to map workflows, find failure modes, and design products that respect constraints like SLAs, shift timings, and on-ground realities.
Real-time Intelligence Surfaces
Design and ship operational dashboards and NL interfaces that compress “figure it out” time into a single screen or query for leadership and city-level owners.
AI Copilots & Automation
Scope and validate copilots that automate repetitive work across support, reporting, attendance, and housekeeping, while keeping humans in control of edge cases.
Stakeholder Alignment at Scale
Run multi-team programs across engineering, design, data, and on-ground ops, aligning roadmaps, timelines, and constraints for predictable delivery.
GTM & Product Roadmap
Plan pilots, training, and rollout strategies for internal systems so new tools actually get adopted and become part of daily workflows, not side projects.
Professional Journey
Product Manager, AI Systems – Stanza Living
- Built AI-driven internal tools across voice, video, reporting, and ops workflows, replacing slow manual processes with automated, high-throughput systems.
- Designed real-time intelligence surfaces for occupancy, attendance, housekeeping, and support, enabling quicker decisions across leadership.
- Led multi-team deliveries across engineering, design, ops, and 300+ city-level staff with reliable execution velocity.
- Owned discovery through prototypes and shipped multiple AI workflows independently.
Assistant Product Manager – Power Finance Corporation Limited
- Built NL-driven reporting automations that collapsed monthly credit memo prep from days to hours for infra finance teams.
- Shipped entity-resolution and risk scoring models on legacy loan data to surface early warnings for leadership reviews.
- Delivered executive intelligence surfaces that guided ₹500 Cr+ allocation shifts with a single source of truth.
Product Lead – Brahmagupta Edu Pvt. Ltd.
- Launched an AI-driven adaptive learning platform improving engagement by 40% and revenue by 50%.
- Built recommendation engines and analytics-based marketing pipelines.
- Led an 11-member cross-functional team through validation → MVP → scale.
Product Associate – Pigeon Education Pvt. Ltd.
- Shipped an ML-enabled grading assistant that reduced evaluation effort by 40%.
- Increased student participation by 80% through targeted UX revamps and light gamification.
Education, Certifications & Achievements
Education
- MBA, IIM Indore (2021 – 2023)
- B.Tech in Electronics and Communication Engineering, BIT Mesra (2016 – 2020)
Certifications
- Certified ScrumMaster® (CSM) – Scrum Alliance
- Professional Scrum Product Owner II (PSPO II) – Scrum.org
Achievements
- NTSE Scholar – Top 0.1% in India
- Finalist – Tekion PM Case Competition (2022)
- Finalist – WITDA Case Challenge (2022)
Selected Case Studies
Mobility Systems – Bus Buddy
Resilient mobility blueprint covering ticketing, rentals, and safety-first operations for intercity bus networks.
AI in Fintech – Credit Risk & Micro-loan Intelligence
Applying AI to underwriting, credit scoring, and micro-loan journeys across digital payment ecosystems.
Digital Payments – PhonePe Engagement Strategy
Defining distinctive engagement hooks and value props to differentiate PhonePe in crowded payment markets.
Hospitality Platform – Unified Restaurant Booking
Designing a unified booking, table management, and payments journey for hospitality partners.
EV Strategy – Tekion Range & Financing Playbook
Strategic toolkit addressing adoption blockers across charging, financing, and lifecycle management.