Products
Sep 2016 – Dec 2018 · Physical / enterprise
Godrej Infotech — Assistant PM on the Godrej Smartnet platform; 12 features shipped in 11 months.
About Senior Product Manager
I started with machines. Then systems. Then people. Now, intelligent products.
- 10+years building products
- 3industries — physical → cloud → AI
- ∞curiosity
counted from 2016 — the “+” is because the American Express role is still open
“I build at the intersection of people, products and intelligent systems.”Source: Tushar Pathak
- Better tools
- More capable people
- A more thoughtful future
My product journey
Different tools. Same curiosity.
Four stages, from enterprise delivery to AI-native products.
2016 2022 Cloud & Data
Aug 2022 – Jun 2026 · Cloud & data
Quantiphi (GCP) — cloud-native programs across data engineering, API modernization, and GenAI initiatives; Shellkode (AWS) delivery programs.
2026 Enterprise Platforms
Jun 2026 – present · AI-enabled
American Express — Devin GenAI adoption across the MARS engineering ecosystem.
Now AI-Native Products
Aug – Sep 2026 · AI-native
TeachSpark (Claude-generated worksheets on WhatsApp), RailCite (cite-or-refuse RAG), Cubicle (multi-agent, unlaunched).
The tools changed. The curiosity didn't. Draft — pending sign-off
Skills
What I Bring
Product, AI, technology, and execution — the range behind the roadmap.
Product
- Strategy, vision & roadmap
- Discovery & requirements
- Governance & delivery
- End-to-end lifecycle
- Data-driven decisions
AI & GenAI
- Shipped LLM features: structured outputs, vision, QC pass (TeachSpark)
- RAG with citation validation (RailCite)
- Multi-agent orchestration design (Cubicle)
- Enterprise GenAI adoption (Devin at AmEx; GenAI initiatives at Quantiphi)
Technology
- GCP & AWS
- Microservices vs. legacy monoliths
- BigQuery, Cloud Spanner & SQL
- Looker
- Supabase/Postgres (RLS, pgvector)
- Next.js/React, Vercel/Railway
Execution
- Agile & Scrum
- SAFe
- Kanban
- Program governance & cross-functional leadership
- Jira / Azure DevOps
Evidence
Impact
Numbers from AmEx, Godrej, TeachSpark, and RailCite — each dated and labelled by how it was verified.
17
Teachers joined
joined the WhatsApp pilot in its first week; Final-PRD snapshot 2026-08-24, test handsets excluded
Source: TeachSpark Final PRD
8 (47%)
Activated
of 17 joined reached an activation event (12 onboarded first, 71%); snapshot 2026-08-24, test handsets excluded
Source: TeachSpark Final PRD
37.5 min
Median time saved
self-reported median time saved per activated teacher; snapshot 2026-08-24, test handsets excluded
Source: TeachSpark Final PRD
3
Referrals
teacher-reported referrals during the first-week pilot; snapshot 2026-08-24, test handsets excluded
Source: TeachSpark Final PRD
5,760
Documents indexed
live corpus of Indian Railways commercial circulars from /api/stats; grows as the nightly crawl ingests new PDFs
14,406
Chunks indexed (live)
live /api/stats on 2026-09-15; the corpus is cited live-with-date because the nightly crawl keeps ingesting new circulars
68%
Ingested PDFs needing OCR
3,865 of 5,687 ingested PDFs required OCR; Final-PRD ingest run, 7 Sep 2026
Source: RailCite Final PRD
0
Invented citations
by construction (lib/validate.ts)
Source: RailCite citation validator
From my résumé
Self-reported outcomes from earlier enterprise roles at American Express and Godrej, dated to my résumé snapshot.
AmEx MARS Accounts Receivable migration, Jun 2026–present
- 35+AR capabilities delivered
- 180+User stories
- 4Agile teams
- -30%Feature delivery cycle time
- 40+Cloud-native microservices/API capabilities
Devin GenAI adoption in the MARS engineering ecosystem · measurement method not recorded
- -30%Development effort (Devin GenAI)
- +25%Developer productivity (Devin GenAI)
Godrej Smartnet platform, Sep 2016–Dec 2018
- 12Features shipped in 11 months
- +25%Service-monitoring effectiveness
- +30%Team productivity
- -20%Turnaround time
Self-reportedas of 15 Sep 2026
Source: Résumé — Impact metrics
Experience
Where I've built
Four roles, oldest to newest — open any node for the context, scale, and what changed.
Godrej Infotech
Sep 2016 – Dec 2018
Godrej Infotech — Assistant Product Manager
- Context
- Product ownership of the Godrej Smartnet platform.
- Role
- End-to-end product lifecycle ownership, roadmap definition, and driving Scrum adoption across the portfolio.
- Scale
- not recorded
- What changed
- Agile/Scrum practices institutionalized across the portfolio.
- Outcomes
- 12 features shipped in 11 monthsSelf-reported
- +25% service-monitoring effectivenessSelf-reported
- +30% team productivitySelf-reported
- -20% turnaround timeSelf-reported
Source: Résumé — Godrej Infotech
Quantiphi Analytics Solutions Pvt. Ltd.
Aug 2022 – Apr 2026
Quantiphi Analytics Solutions Pvt. Ltd. — Technical Project Manager – GCP Division
- Context
- Enterprise cloud-native programs spanning data engineering, API modernization, and GenAI initiatives.
- Role
- Program governance, charters, risk management, and cross-team dependencies.
- Scale
- not recorded
- What changed
- DynamoDB→Cloud Spanner migrations; SQL Server transformation frameworks; HIPAA-compliant healthcare data migration; a GCP capability-building program.
- Outcomes
- Reduced latency and optimized operational costs (unquantified)Self-reported
- Zero data loss during migrations (unquantified)Self-reported
Source: Résumé — Quantiphi Analytics
Shellkode
Apr 2026 – Jun 2026
Shellkode — Technical Project Manager – AWS Division
- Context
- AWS delivery programs.
- Role
- End-to-end program delivery; Agile/DevOps/CI-CD frameworks; executive and client engagement.
- Scale
- not recorded
- What changed
- Org-wide adoption of the internal PM platform "Pulse"; standardized stories, acceptance criteria, docs, and repos.
- Outcomes
- Standardized delivery practices across programs via org-wide "Pulse" adoption (qualitative outcome; no quantified metric recorded)Self-reported
Source: Résumé — Shellkode
American Express(via IntraEdge)
Jun 2026 – present
American Express (via IntraEdge) — Senior Product Manager (Accounts Receivable)
- Context
- Legacy Triumph platform being migrated to the cloud-native MARS microservices platform.
- Role
- Owns the Accounts Receivable transaction-capability roadmap: requirements, backlog, and Devin GenAI integration.
- Scale
- 35+ capabilities, 180+ user stories, 4 Agile teams, 40+ microservices/APIs
- What changed
- Legacy retirement accelerated; AI-assisted development (Devin) adopted across the MARS engineering ecosystem.
- Outcomes
- -30% feature delivery cycle time (self-reported)
- -30% development effort with Devin GenAI adoption (self-reported)
- +25% developer productivity (self-reported)
Source: Résumé — American Express (via IntraEdge)
Recognition
Awards
Text only — the underlying certificates aren't digitised yet.
- 2024Google Cloud Partner All-Star: Delivery Excellence
- 2024Annual Unsung Hero Award, Quantiphi Analytics Solutions
- 201812 in 11 Award, Godrej Infotech
Before product management
Research
A granted patent and two peer-reviewed papers from the M.Tech years.
A Low-Cost Portable Electrochemical Biosensor for Rapid Detection of Endotoxin and Method Thereof
Patent IN 429867 · Application 202241053140 · Filed 16 Sep 2022 · Granted 24 Apr 2023
Patentee: NIT–Calicut. Inventors: Dr. N. Sandhyarani, Tushar Pathak, Haritha K, Dr. Arun R, Dr. M. K. Ravi Varma.
View Pratyasa — the patent record(opens in new tab)A Point-of-Care Aptasensor for the Real-Time Detection of Sepsis Biomarker
Kuttoth, H.; Pathak, T.; Sandhyarani, N. Langmuir 2025, 41(26)
DOI 10.1021/acs.langmuir.5c00784(opens in new tab)Topological Phases in Nanoparticle Monolayers: Why Crystalline, Hexatic, and Isotropic-Fluid Phases Coexist at the Same Temperature
Soft Matter, RSC 2023
DOI pending
Patent owned by NIT–Calicut; research prototype, not an approved diagnostic.
Foundation
Education
M.Tech., Nanotechnology
National Institute of Technology Calicut, Kozhikode · 2022
B.E., Mechanical Engineering
Bhilai Institute of Technology, Durg · 2016
Languages: English, Hindi, Bengali.