Mahadev Upadhyayula — Professional Fact Sheet
Mahadev Upadhyayula — Professional Fact Sheet
Prepared: 4 August 2026
Primary sources: Baseline Resume and GitHub profile
Evidence labels: Source-stated = explicitly stated in the resume or repository; Publicly demonstrable = visible in a public repository; Needs confirmation = not established by the supplied sources.
Current professional descriptor
| Source-stated headline: Product Manager | AI Product Manager | AI Workflow & Data Products | ex-PayPal |
Expanded descriptor: Product Manager and AI Product Builder with 5+ years of stated experience across AI workflow products, data platforms, merchant intelligence, onboarding optimization, experimentation, and automation systems; former PayPal Product Engineer; hands-on builder of 0→1 AI products and human-in-the-loop workflows.
Current work status: Independent / Freelance, remote, Hyderabad, India (March 2024–present).
Employment and role history
| Employer / organization | Role title(s) stated | Dates | Location / mode | Scope and attributable work |
|---|---|---|---|---|
| Independent / Freelance | AI Product Manager / AI Workflow Product Builder | Mar 2024–present | Hyderabad, India; remote | Builds 0→1 AI workflow products, prototypes, and automations; defines product flows, PRDs, workflow diagrams, prompt specifications, user journeys, demos, success metrics, validation logic, approval states, clarification paths, and manual overrides. Conducts discovery with small-business users, operators, and internal stakeholders. |
| PayPal | Product Engineer / Product Analyst / Senior Software Engineer | Jul 2019–Jan 2024 | Chennai / San Jose / hybrid | Worked across merchant intelligence, onboarding, recommendations, marketing analytics, experimentation, data modernization, QA, and release reliability. Translated business requirements into product logic, workflow rules, data requirements, metrics, edge cases, and acceptance criteria; analyzed funnels, segmentation, adoption, and post-launch performance. |
| Donato Technologies, Inc. | Software Engineer / Product Analyst | Oct 2018–Jun 2019 | Dallas, Texas, USA | Identified support-workflow bottlenecks; translated them into automation requirements; partnered on NLP workflow improvements; supported AWS-based training, validation, automation, and client-facing delivery. |
Employer-name/public-use status
- PayPal and Donato Technologies are named on the supplied public-facing resume. This supports public visibility, but the sources do not contain an explicit employer-name publication approval or confidentiality clearance.
- “Independent / Freelance” is safe as a generic work classification. No client names are supplied or approved.
- Before external publication, Mahadev should confirm that each employer-specific workflow description complies with confidentiality and employment obligations.
Products and workflows by relationship
PayPal employment work
The resume does not consistently distinguish “owned,” “co-owned,” and “contributed.” The following language is the strongest supportable classification.
| Product / workflow | Supportable relationship | Evidence |
|---|---|---|
| Merchant onboarding / KYC activation | Co-owned or materially contributed; exact ownership needs confirmation | Resume says Mahadev performed funnel analysis, experimentation, product-flow improvements, implementation, and performance review; activation reportedly moved from 48% to 63%. |
| ML-powered merchant intelligence and merchant-offer recommendations | Contributed | Resume says he supported targeting, segmentation, and personalization; offer adoption reportedly improved ~18%. |
| Marketing analytics modernization to GCP / Hive / BigQuery / Spark | Material engineering contribution; ownership level needs confirmation | Resume attributes migration work and reports ~70% infrastructure-cost reduction and ~20% runtime improvement. |
| Merchant linkage, customer value, signup, recommendation, and analytics workflows | Contributed | Explicitly described as contribution to merchant growth and lifecycle initiatives. |
| QA automation, Jenkins/bash workflows, and release reliability | Contributed | Resume says he helped improve release quality and reduce production issues. |
Founder / business work
- No founder role is stated in the supplied Baseline Resume or verified by the inspected public GitHub repository descriptions. Any founder work—including business names, dates, scope, or results—must be added from another approved source before publication.
Independent portfolio, prototypes, and product builds
Unless a separate client contract is supplied, the public repositories establish these as Mahadev-owned portfolio repositories, not paid client engagements.
| Project | Classification supported by sources | Publicly demonstrated scope | Link |
|---|---|---|---|
| MAWI — Multi-Agent Workflow Intelligence | Independent product build / portfolio project | Multi-agent workflow engine with orchestration, approval policy, persistence, evaluation, and deterministic fallback. Repo marks deal follow-up, new-deal outreach, deal intervention, and CRM sync as implemented. | Repository |
| CRM Hygiene Agent | Independent prototype / portfolio project | Extracts deal signals, identifies stale or missing CRM information, risks, decision-makers, next steps, and forecast gaps; designed around human-approved writeback. | Repository |
| Pre-CRM Research Agent | Early-stage prototype / workflow contract | Researches, scores, and qualifies leads before CRM entry. Repo explicitly says current status is “workflow contract + documentation skeleton”; live research adapters, review queue, CRM payloads, persistence, and evals remain next steps. | Repository |
| Evidra | Independent product / portfolio project; exact commercial or founder status needs confirmation | Public repository exists; detailed current scope and status should be verified before publishing a product claim. | Repository |
| iQuote | Independent prototype / demo application | Intelligent quote workflow with structured extraction, pricing/inventory resolution, approval handling, quote generation, and seeded demo scenarios. No customer or production outcome is established. | Repository |
| Sales-to-Implementation Handoff Validator | Independent synthetic demonstration | Reviewer-first validator using wholly synthetic data; detects seeded handoff gaps, preserves citations and epistemic states, and requires controlled human approval. Repo explicitly says nothing is transmitted externally and no customer outcomes are validated. | Repository |
| Cold Outreach Capture | Personal productivity tool / prototype | Local Chrome extension for manual evidence capture; explicitly does not scrape, send messages, call external APIs, or write to CRM. | Repository |
| Insight Journal | Personal project / prototype | Resume describes structured reflection and longitudinal signal extraction; public README is generic and does not independently substantiate that product scope. | Repository |
| Linknest | Personal web project / prototype | Public repo describes a static landing page. | Repository |
| Ask Mahadev RAG Website Assistant | Personal portfolio feature / prototype | Resume states it answers questions from portfolio/blog content and documents production-readiness limitations. | Portfolio repository |
| Meeting Notes to Tasks AI Agent | Independent prototype; client status unverified | Resume describes intake → extraction → validation → human review → approval → task creation, plus clarification and rejection paths. No inspected dedicated public repository was identified. | Needs approved repository link |
| Long-form Blog and YouTube Content Agent | Independent workflow / prototype; client status unverified | Resume describes source-grounded content generation, editorial review, scripts, repurposing, and visual prompts. | Needs approved repository link |
Client-engagement status
No named client engagement, contract, testimonial, or client-approved metric is established by the supplied sources. Do not label a portfolio project as client work without confirming the client, engagement dates, permission to name them, Mahadev’s precise scope, and approved outcomes.
Metrics and publication controls
| Claim stated in source | Baseline | Measurement period | Mahadev’s attributable role | Publication status |
|---|---|---|---|---|
| Merchant onboarding activation improved from 48% to 63% | 48% | Not supplied | Resume attributes funnel analysis, experimentation, product-flow improvements, implementation, and performance review; ownership boundary and team contribution are not quantified. | Employer and metric are already visible in supplied resume, but explicit approval and substantiation are not established. Confirm metric definition, population, dates, and confidentiality before publishing. |
| Merchant-offer adoption improved by approximately 18% | Not supplied | Not supplied | Supported ML-powered merchant intelligence/recommendations through targeting, segmentation, and personalization. | Needs confirmation of relative vs percentage-point lift, experiment window, sample, Mahadev’s precise contribution, and approval. |
| Marketing-analytics infrastructure cost reduced by approximately 70% | Not supplied | Not supplied | Contributed to migration to GCP, Hive, BigQuery, and Spark; exact ownership not supplied. | Needs confirmation of cost scope, comparison window, currency/base, and approval. |
| Processing runtime improved by approximately 20% | Not supplied | Not supplied | Attributed to the same modernization work; exact ownership not supplied. | Needs confirmation of workflow, runtime baseline, measurement method/window, and approval. |
| NLP automation reduced manual support workload by approximately 16% | Not supplied | Not supplied | Resume says Mahadev built the NLP-based automation system; team/client attribution is not detailed. | Needs confirmation of workload definition, client/employer permission, and measurement evidence. |
| Independent workflow systems improved operational productivity by approximately 40% | Not supplied | Not supplied | Resume says Mahadev designed/built the systems; affected organization and study method are not named. | Do not publish as a verified client outcome until source, denominator, period, and approval are documented. |
| Independent workflows saved 3+ hours per day | Not supplied | Not supplied | Resume attributes outcome to systems Mahadev built. | Do not publish as a verified outcome until user count, activity, measurement method, period, and approval are documented. |
Recommended public wording until substantiated: use “reported,” “approximately,” and contribution verbs such as “contributed to” or “supported.” Avoid “owned” or causal language unless Mahadev can document the decision rights, implementation responsibility, and measurement method.
Education
| Degree | Institution | Dates / details |
|---|---|---|
| MBA / Advanced General Management | Institute of Management Technology, Ghaziabad | Dates and exact award names not supplied in the baseline resume; confirm whether these are one or two credentials. |
| MS, Engineering | Washington State University | Field, dates, and graduation year not supplied in the baseline resume. |
| B.Tech, Mechanical Engineering | Indian Institute of Technology, Dhanbad | Dates and graduation year not supplied in the baseline resume. |
Certifications
Source-stated certifications: Apache Spark; T-SQL; Power BI; Python for Data Science; Statistics; AlgoExpert.
Issuing organizations, credential IDs/URLs, and completion dates are not supplied. Confirm them before using a “certified in” formulation; until then, “completed coursework/certifications including…” is safer.
Experience calculation
- Professional starting point in supplied resume: October 2018.
- Elapsed professional timeline through 4 August 2026: approximately 7 years 10 months, with a one-month gap between Donato (ended June 2019) and PayPal (started July 2019), and a one-month gap between PayPal (ended January 2024) and independent work (started March 2024).
- Approximate active experience after subtracting those two stated one-month gaps: 7 years 8 months.
- PayPal tenure: approximately 4 years 7 months (Jul 2019–Jan 2024, inclusive month convention).
- Independent/freelance tenure: approximately 2 years 6 months as of August 2026 (Mar 2024–Aug 2026, inclusive month convention).
- The resume’s “5+ years” refers to relevant product/AI/data experience, not the full elapsed professional timeline. The exact start date for “AI product” experience is not supplied, so a more precise AI-specific calculation is not supportable.
Availability and geography
- Confirmed from source: Hyderabad, India; remote / relocation open; currently independent/freelance.
- Consulting availability: Not explicitly stated. “Independent / Freelance” does not establish current capacity, engagement type, weekly availability, notice period, or start date.
- Preferred geography / time-zone wording: Source supports “Based in Hyderabad, India; open to remote work and relocation.” It does not establish preferred regions, working-hour overlap, travel availability, or a specific time-zone commitment.
Approved and candidate links
| Destination | Link | Status |
|---|---|---|
| linkedin.com/in/mahu2 | Listed in baseline resume; treat as approved candidate link, subject to confirming the profile resolves correctly. | |
| GitHub | github.com/mahadevupadhyayula | Listed in baseline resume and publicly verified. |
| Portfolio | mahadevupadhyayula.com | Listed in baseline resume; included as an additional approved candidate link. |
| Contra | Not supplied | Needs exact public URL and approval. |
| Product repositories | MAWI, CRM Hygiene, Pre-CRM Research, Evidra, iQuote, Handoff Validator, Cold Outreach Capture, Insight Journal | Publicly visible; publication as portfolio links is supportable. Product maturity and client status must be described accurately. |
Warm About-section details
Only professional-personal details are supported by the supplied sources:
- Mahadev combines a product-management perspective with hands-on building, moving from ambiguous workflow problems to working AI prototypes with explicit human review and deterministic controls.
- His career spans India and the United States, including work or study connected to Hyderabad, Chennai, San Jose, Dallas, Washington State University, and IIT Dhanbad.
No hobbies, family details, community involvement, languages, or personal motivations are supplied. Add one such detail only after Mahadev explicitly approves it.
Confirmation checklist before public use
- Confirm exact title chronology within PayPal instead of presenting three titles as simultaneous.
- Confirm whether merchant onboarding was owned, co-owned, or contributed to, and document decision rights.
- Add baseline, metric definition, measurement window, sample/population, and evidence owner for every metric.
- Obtain explicit permission for employer/client names and non-public performance figures.
- Clarify which independent projects were paid client work, founder work, personal products, or prototypes.
- Add founder work if intended, with organization, dates, role, scope, metrics, and approved link.
- Supply exact degree names, fields, dates, and certification issuers/credentials.
- State consulting availability, engagement preference, start date, weekly capacity, geographic markets, and time-zone overlap.
- Supply the exact Contra URL and any missing product/demo repository links.
- Approve one genuinely personal About-section detail.