TECHNICAL & AI PRODUCT MANAGER

Engineering AI Systems & Product-Led Growth Across 60+ Platforms.

2.5+ years leading Product Lifecycle Management (PLM) at vSplash, BITSoM GenAI certified, and author of the 70+ page NomadAI multi-agent PRD. I bridge technical architecture with scalable commercial value.

Run Agent Simulator RICE Matrix 11.2M+ AI Videos Resume
NOMADAI AGENTIC DAG SIMULATOR
1. Unstructured User Intent INPUT READY
"10-day trip across Tokyo & Kyoto, budget under $2,500, walking distance to subway, authentic ramen spots."
2. Supervisor Node (Task DAG Decomposition) IDLE
Decomposes goal into parallel task nodes with Redis state checkpointing (TTL: 20m).
3. Worker Swarm (Parallel Tool Execution) WAITING
Flight Engine: Amadeus API
Lodging Agent: Walk Score 94
Transit Matrix: <90m Commute
Budget Hedger: $2,420 Active
4. Pydantic Guardrail Firewall Gate WAITING
Strict Pydantic schema validation. Zero hallucinated parameters allowed to reach payment or booking gateways.
LATENCY COMPRESSION
14 Hours → 2.4 Minutes (97.2% Constraint Met)
60+
Platforms Managed (PLM)
35+
Jira Backlogs Governed
70%
Manual Drag Eliminated
< 1.0s
Core Web Vitals LCP
70+
Page NomadAI PRD
vSplash Enterprise • Korvage IT • 91Digitals • MAG Cloud Solutions • BITSoM GenAI • NomadAI Multi-Agent
STRATEGIC PRODUCT DECISION FRAMEWORK

Interactive RICE Prioritization Laboratory

Recruiters and hiring managers can explore how features are scored to defend roadmaps against subjective stakeholder noise: Score = (Reach × Impact × Confidence) ÷ Effort.

Reach (Users / Month) 850
Impact (0.25 Minimal → 3.0 Massive) 3.0
Confidence (50% Low → 80% Validated → 100% Data) 80%
Effort (Person-Months) 2.0
CALCULATED ROADMAP LEVERAGE
102.0
P0 • IMMEDIATE SPRINT BET

(850 Reach × 3.0 Impact × 80% Confidence) ÷ 2.0 Effort = 102.0

Rationale: Solves core user JTBD in international trip planning; justifies immediate 2 person-months engineering allocation.
AI SYSTEM DESIGN & EVALUATION HARNESS

Production AI Architecture & Telemetry

How I scope and govern generative AI products for Big Tech standards: deterministic guardrails, LLM-as-a-judge benchmarks, token economics, and 24/7 cloud orchestration.

EVALUATION & BENCHMARKS

LLM-as-a-Judge Eval Harness

Multi-turn evaluation testing synthetic edge cases against 250 ground-truth travel personas. Measures constraint compliance, route feasibility, and tone consistency.

TCR: 97.2% • Hallucination: <0.8%
Automated Regression Testing Gate
INFERENCE UNIT ECONOMICS

Semantic Cache & Token Optimization

Redis semantic embedding cache with 20m TTL and prompt compression. Eliminates redundant frontier token burns for high gross margins.

Cost: $0.038 / Itinerary
78% Semantic Cache Hit Rate
SECURITY & GUARDRAILS

Pydantic Gateway & Autonomy Tiers

3-tier policy hierarchy: Read-only (Full Autonomy) → Drafts (Conditional) → Financial Mutations (Strict Human Confirmation Gate).

Validation: 100% Strictly Typed
Zero Unchecked Tool Mutations
CLOUD OPERATIONS (24/7 DAEMON)

Always-On Agentic Orchestrator

Dockerized background daemon & FastAPI REST service designed to run 24/7 on AWS/cloud compute independently of local workstation power.

Local Dashboard: Active Open Port 8085 →
FLAGSHIP PRODUCT CASE STUDIES

Discovery, Prioritization & Systems Architecture

Real-world systems, quantitative RICE scoring, and comprehensive PRD specifications.

BITSoM Capstone 70+ Page PRD Multi-Agent AI

NomadAI — Autonomous Multi-Agent Travel Platform

Co-authored a 70+ page PRD analyzing customer friction across fragmented travel planning. Built supervisor-worker AI loops coordinating specialized sub-agents with automated budget constraint validation.

North Star Metric: Itinerary Completion Rate (ICR) • Compresses 14 hours of multi-tab research to 2.4 minutes.
vSplash Enterprise 60+ Platforms Agile / Jira

Enterprise PLM & Backlog Governance

Managed product backlogs across 60+ platforms and 35+ accounts in Jira. Spearheaded critical rendering path optimizations to deliver sub-1-second LCP, recovering an estimated 14% of mobile checkout drop-offs.

Outcome Metric: 98% on-time sprint milestones • Sub-1s latency • 85+ PageSpeed score.
MAG Cloud 70% Drag Cut CRM Automation

Operations & HRMS Workflow Automation

Discovered operational bottlenecks across customer fulfillment and HR squads. Designed SQL stored procedures and CRM webhooks that cut 70% of manual data transcription drag.

Impact: 70% operational time saved • 5+ automated reporting pipelines deployed.
CAREER TRAJECTORY

Corporate & Product Experience

Transitioning from full-stack technical delivery to high-leverage Product Management.

WordPress Integrator II & Team Mentor
vSplash • Hyderabad, India
April 2025 – Present
  • Manage high-volume customer-facing ticketing workflows, resolving critical production issues and maintaining client websites across 60+ platforms.
  • Develop custom WordPress features, clear complex Jira backlogs, and prioritize sprint delivery for 35+ enterprise client accounts.
  • Mentor team members and govern ticket routing and resolution flow to strictly maintain Service Level Agreement (SLA) commitments.
Web Developer & Technical Solutions
Korvage IT • Dubai, UAE (Remote)
February 2024 – March 2025
  • Defined requirements and user stories for 4 web applications supporting up to 10,000 concurrent users.
  • Monitored product health, system reliability, and API latency for high-traffic financial platforms.
Co-Founder & Product Lead
91Digitals • Agra, UP, India (Remote)
August 2022 – December 2024
  • Led end-to-end product delivery for 25+ client engagements from initial discovery through launch.
  • Prioritized feature backlogs using RICE scoring, driving a 45% increase in user engagement and $2,000 revenue in 45 days.
Web Developer (Workflow Automation)
MAG Cloud Solutions • Agra, UP, India
December 2022 – February 2024
  • Discovered operational bottlenecks and deployed CRM automation that cut repetitive manual effort by 70%.
  • Engineered role-based permission tiers and automated approval pipelines for internal HRMS.
ACADEMIC & CREDENTIALS

Certifications & Specialized Training

Continuous technical skill acquisition aligned with modern product demands.

GenAI Product Management

BITSoM (BML Munjal University)

Comprehensive training in LLM architectures, multi-agent swarms, RAG pipelines, and AI product monetization.

Python Programming

IIT Kanpur (CEP)

Rigorous algorithmic problem solving, data structures, and script automation for technical operations.

Microsoft GenAI Certification

Microsoft

Enterprise AI deployment, prompt safety guardrails, and Azure cognitive service integration.

THOUGHT LEADERSHIP

Product & AI Architectural Insights

Deep-dives, frameworks, and operational strategies written from a Technical Product Manager perspective.

STANDALONE PM PUBLICATION

7 In-Depth Playbooks & Technical Frameworks

Explore architectural guides on Multi-Agent Systems, Core Web Vitals to sub-1s, RICE prioritization, API contract design, and Experimentation rigor. Our dedicated blog provides a clean, distraction-free reading experience.

Visit Dedicated Blog & AI Insights
GET IN TOUCH

Let's Build Impactful Products Together

I am actively exploring Associate Product Manager, Technical PM, and AI Product Manager opportunities. I enjoy turning complex customer and engineering problems into measurable product outcomes.

tusshartyagi4@gmail.com
+91 6397454493
linkedin.com/in/tusshar-tyagi
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