Morning Launch Pad

I work a 2 PM to 11 PM IST block, which gives 4-plus hours of daily live overlap with US Eastern mornings and full overlap with Europe. In my last role I ran an hourly refresh job with Slack delivery so leadership had fresh dashboards before standup regardless of my timezone. Async-first is already how I operate.

One thing that's easy to solve: I don't need visa sponsorship for a remote role. I can be engaged as a contractor, or hired through an Employer-of-Record like Deel or Remote.com, which handles compliant India employment for you at no entity cost. So "we can't hire in India" doesn't have to be a blocker if the fit is right.

Hi [Name], fellow W. P. Carey MSBA grad here. I was looking at the analytics team at Razorpay and figured I'd reach out to someone who actually knows it. I'm a data analyst working in SQL, Python, dbt and Snowflake, with a RevOps lean, recently built a Superset control tower over ~190K accounts and lifted a sourcing model's AUC from 0.60 to 0.72. There's a [Role] on your careers page that fits closely. Would you be open to referring me, or pointing me to whoever owns that hire? One-page resume attached so it's an easy forward. No pressure if you're heads-down. Role: [req URL] — Thanks, Ayush

Hi [Name], fellow ASU grad reaching out. Chargebee is interesting to me specifically because revenue analytics IS the product, and RevOps is my sharpest lane, I do the Salesforce plumbing (Bulk/Metadata API), the SQL/dbt modeling, and the dashboards, all end to end. I recently identified ~$280K in revenue leakage for a client via SQL reconciliation, which is squarely the kind of problem your customers care about. There's a [Role] open that lines up almost exactly. Would you be up for referring me or routing me to the right person? Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], fellow W. P. Carey grad here. I'm exploring the product/GTM analytics roles at Freshworks. My background is SQL/Python/dbt plus Salesforce, and I've done real SaaS churn work (a cohort/RFM dashboard tied to a ~30% cut in at-risk churn). The [Role] on your careers page fits well. Would you be open to a referral, or telling me who owns that hire? Resume attached, easy to forward. Role: [req URL] — Thanks, Ayush

Hi [Name], reaching out as a fellow ASU grad. I'm a data/analytics engineer (SQL, Python, dbt, Snowflake) with real ops and risk-adjacent analytics work, recently lifted a scoring model's AUC from 0.60 to 0.72 and shipped a control tower over ~190K accounts. There's a [Role] at PhonePe that matches what I do. Would you be willing to refer me or point me to the right person? Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], fellow ASU grad. GitLab's a strong fit for me, your data team runs Snowflake/dbt/Tableau for Sales/Marketing/RevOps reporting, which is almost exactly my day job (I built a Superset sourcing control tower and automate leadership reporting end to end). I saw a [Role] open to India-remote. Would you be open to referring me, or connecting me with the hiring team? Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], fellow ASU grad here. I'm interested in the data/RevOps roles at Deel, my strongest lane is exactly the Salesforce + SQL + dashboarding RevOps work, and I'm based in India so no entity friction for you all. Recently built a control tower over ~190K accounts and ran an 89K-record Salesforce Bulk API backfill. There's a [Role] that fits. Open to referring me or routing me to the right person? Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], fellow ASU grad. Zapier's async, work-from-anywhere setup is exactly how I already operate (I ran an hourly refresh + Slack bot so leadership had numbers before standup regardless of timezone). I'm a data/analytics engineer, SQL/Python/dbt, and I ship end to end. There's a [Role] I'd love a shot at. Would you be open to a referral or an intro? Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], fellow ASU grad reaching out. Automattic appeals to me because you hire builders who ship, and that's my edge, I model the data and build the app/dashboard around it, not just slides. I've shipped production analytics apps end to end. There's a [Role] open. Would you be open to referring me or pointing me to the team? Happy to do the trial project. Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], reaching out as a fellow ASU grad. I'm targeting the Senior Data Analyst role at Tabby and I'm genuinely open to relocating to Dubai, on the ground within 30-60 days. My background fits BNPL analytics well: SQL/Python, real ML lift work (AUC 0.60 to 0.72), and a revenue-leakage audit that found ~$280K. Would you be open to referring me or connecting me with the data team? Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], fellow ASU grad here. I'm exploring the data & analytics roles at Careem and am fully open to relocating to Dubai. I work expert SQL + Python on large datasets and build the dashboards on top, recently a Superset control tower over ~190K accounts with hourly refresh. There's a [Role] that lines up. Would you be willing to refer me or point me to the right person? Resume attached. Role: [req URL] — Thanks, Ayush

Hi [Name], I'm a data / analytics engineer (SQL, Python, dbt, Snowflake, Salesforce) with an MS in Business Analytics from ASU. Relocating-ready for UAE/KSA data roles, on the ground in 30-60 days. Saw you place data & BI talent in the Gulf, would love to be on your radar.

Subject: **Data / Analytics Engineer, relocating-ready for the UAE (immediate)**

Hi [Name],

I saw you run the data & BI desk at [Agency] in the Gulf, so I wanted to introduce myself directly.

I'm a data / analytics engineer with an MS in Business Analytics from Arizona State (3.91 GPA). Core stack: SQL, Python, dbt, Snowflake, Superset and Salesforce, and I ship end to end, from the pipeline to the dashboard. Recent proof points: a Superset control tower over ~190K accounts, a sourcing-model AUC lift 0.60 to 0.72, an 89,000-record Salesforce Bulk API backfill, and a SQL audit that surfaced ~$280K in revenue leakage. Portfolio: ayush-srivastava-data.pages.dev

Where I'm useful to you: my stack (dbt / Snowflake / Airflow / real ML lift) is scarcer than the Excel-and-Power-BI norm, which fits fintech, super-app, and banking analytics teams well. I'm an Indian national, genuinely relocation-ready for the UAE, KSA or Qatar, and can be on the ground within 30-60 days of an offer, happy to go through the standard employer-sponsored visa process.

On comp I'm anchored around AED 18,000-26,000/month (open, depending on the role and package). CV attached. If you have a live mandate that fits, or might soon, I'd love to be in your pipeline.

Thanks, Ayush Srivastava · ayushsrivastava9997@gmail.com · linkedin.com/in/ayush-asu

Hi [Name], floating this back up in case it slipped by. Still very much relocation-ready for a Gulf data / analytics role and moving quickly for the right one. Reattaching my CV and the portfolio (ayush-srivastava-data.pages.dev) so it's all in one place. If nothing fits right now, no problem, happy to just be on your radar for when something does. Thanks, Ayush

Data Analyst & Analytics Engineer | RevOps / GTM Analytics | SQL · Python · dbt · Snowflake · Salesforce · Superset | MS Business Analytics (ASU) | Open to relocate (UAE/KSA)

I turn messy operational and go-to-market data into things a leadership team can actually run on: clean pipelines, trustworthy dashboards, and the occasional model that moves a number.

MS in Business Analytics from Arizona State (W. P. Carey, GPA 3.91), plus around six years of professional experience across analytics, business intelligence, and operations, about two and a half of them in dedicated post-graduate analytics work, which is where my real edge lives.

Day to day: SQL and Python (pandas, scikit-learn, XGBoost); dbt + Postgres/Snowflake for pipelines people can trust; Superset, Tableau and Power BI for dashboards leaders open on a Monday; and Salesforce Bulk/Metadata APIs for the RevOps plumbing most analysts avoid.

A few things I've shipped: a Superset "Sourcing Control Tower" (18 charts over ~190K accounts) with an hourly auto-refresh; a sourcing-model AUC lift 0.605 to 0.721 (+0.12); an 89,154-record Salesforce Bulk API backfill; ~$280K in billing/revenue leakage identified for a logistics client via SQL reconciliation; and reporting automation that cut ~40 hours/month of manual work.

My sharpest lane is RevOps / Sales-Ops / GTM analytics — the Salesforce-plus-SQL-plus-dashboarding combination that's genuinely rare. I also ship end to end: I model the data and build the app or dashboard around it, so you get a working system, not just a slide.

Based in India, open to India-remote and remote-global roles, and genuinely open to relocating (UAE, KSA, Qatar, EU sponsorship). Tableau Desktop Specialist and Lean Six Sigma certified. Portfolio available on request. If you're hiring for a data, analytics-engineering, or RevOps role and this stack sounds like your day job, I'd love to talk.

Data Analyst / Analytics Engineer | SQL, Python, dbt, Snowflake, Salesforce, Superset | RevOps & GTM Analytics | MS Business Analytics (ASU) | Open to UAE/KSA relocation

Analytics Engineer & RevOps Data Analyst | dbt · Snowflake · SQL · Python · Salesforce · Superset | MS Business Analytics (ASU 3.91) | Open to remote + UAE/KSA relocation

Analytics Engineer / RevOps Data Analyst who ships end-to-end | dbt · Snowflake · SQL · Python · Salesforce · Superset | ex-independent consultant | remote-India, open to relocation

Data Analyst / BI Analyst | SQL · Python · dbt · Snowflake · Salesforce · Superset | MS Business Analytics (ASU) | Open to UAE/KSA/Qatar relocation, available in 30-60 days

Subject: **Application for [Role] — built the exact stack your team runs**

Hi [Name],

I came across the [Role] opening on your team and wanted to reach out directly rather than only dropping into the application pile.

Quick version of why I fit: I work day to day in SQL, Python, dbt and Snowflake, and I ship end to end, meaning I model the data and build the dashboards leadership actually opens. In my most recent engagement I built a Superset control tower over about 190,000 accounts and improved a sourcing model's AUC from 0.60 to 0.72, plus ran an 89,000-record Salesforce backfill through the Bulk API to clean up the reporting layer. That's close to the work in your job description, which is what made me want to write.

A bit about me: MS in Business Analytics from Arizona State (W. P. Carey, 3.91 GPA), and I care more about shipping working systems than polishing slides. I have a short portfolio of live dashboards and analytics apps I can share.

One practical note: I'm based in India and work a 2 PM to 11 PM IST block, which gives 4-plus hours of daily live overlap with US Eastern mornings and full overlap with Europe. I already run async-first, so timezone hasn't been a problem in practice.

Resume attached. Happy to walk through any of it on a call whenever suits you.

Thanks for reading, Ayush Srivastava · ayushsrivastava9997@gmail.com · [LinkedIn] | [Portfolio]

Subject: **[Role] — strong stack match, open to relocation**

Hi [Name], saw you're hiring for [Role] at [Company] and wanted to put myself on your radar.

Short pitch: data / analytics engineer, MS Business Analytics from Arizona State (3.91). Core stack SQL, Python, dbt, Snowflake, Superset, Salesforce, and I ship the whole thing myself, pipeline to dashboard. Recent proof: a Superset control tower over ~190K accounts, a sourcing-model AUC lift 0.60 to 0.72, and an 89,000-record Salesforce Bulk API backfill.

A few things that come up early, so here they are up front:
- Location: based in India, fully open to relocation (UAE, KSA, Europe all on the table), can be on the ground quickly.
- Remote fit: I work 2 PM to 11 PM IST — overlaps US Eastern mornings by 4-plus hours and all of European hours.
- Notice: [flexible / X weeks].

Resume attached, portfolio of live dashboards available. If this or anything similar fits, I'd love to talk. — Ayush · ayushsrivastava9997@gmail.com · [LinkedIn] | [Portfolio]

Hi [Name], I'm a data/analytics engineer (SQL, Python, dbt, Snowflake, Salesforce) with an MS in Business Analytics from ASU. Noticed [Company] hires analytics roles that line up with what I've built. Open to relocation, remote-friendly on IST/EU/US-East overlap. Would love to connect.

Subject: **Re: [their subject]**

Hi [Name], great to hear from you, and yes, I'd be glad to talk.

On timing: I'm on IST, working block 2 PM to 11 PM IST, so there's a wide overlap window. A few slots (IST, with rough equivalents so nothing gets lost):
- [Day], 3:00-5:00 PM IST (~5:30-7:30 AM US-East / 10:30-12:30 UK / 1:30-3:30 PM Gulf)
- [Day], 7:00-9:00 PM IST (~9:30-11:30 AM US-East / 2:30-4:30 PM UK / 5:30-7:30 PM Gulf)

If none land cleanly, send a couple of windows that suit and I'll make one work. I keep evenings flexible precisely so timezone is never the blocker. A call link or number works, whichever you prefer. Looking forward to it. — Ayush

Subject: **Re: [their subject]**

Hi [Name], happy to share where I'm anchored. It depends on the shape of the role, so let me split it:

For a full-time India-based role (product / fintech / GCC): targeting roughly **16 to 22 LPA fixed**, exact number driven by scope, level and the rest of the package.

For a Gulf relocation role (Dubai / Abu Dhabi / Riyadh): **AED 18,000 to 26,000 per month**, plus the usual relocation pieces (housing, annual flights, medical, visa sponsorship).

Those are starting points, not hard lines — I'd rather understand the full role and comp structure before getting precise. If the band works, I'm glad to keep going; if it's off, tell me where you are and we'll see if there's a fit. — Ayush

Subject: **Re: [their subject]**

Hi [Name], thanks for letting me know, and no hard feelings at all. I appreciate you closing the loop, which plenty of people don't bother to do.

If it's alright, I'd like to stay on your radar. The stack and type of work at [Company] are squarely what I want to be doing, so if something opens up that fits better, I'd be glad to be considered. Happy to share a portfolio of the dashboards and apps I've shipped so there's something concrete on file. Either way, thanks again and best of luck filling the role. — Ayush

Subject: **Re: [original]**

Hi [Name], just floating this back up in case it slipped past. Still very interested in [Role] at [Company]. Since I wrote, I put together a short portfolio page with the actual artifacts (the Superset control tower, a dbt project, the model-lift writeup), so if it's easier to skim the work than the resume: [Portfolio URL]. No pressure if the timing isn't right. If it is, I'd love twenty minutes. Reattaching my resume. — Ayush

See template E in `02_REFERRAL_ENGINE.md` — the paste-ready blurb + req + resume.

I work a 2 PM to 11 PM IST block, which gives 4-plus hours of daily live overlap with US Eastern mornings and full overlap with Europe. In my last role I ran an hourly refresh job with Slack delivery precisely so leadership had fresh dashboards before their standup regardless of my timezone. Async-first is already how I operate.

One thing that's easy to solve: I don't need visa sponsorship for a remote role. I can be engaged as a contractor, or hired through an Employer-of-Record like Deel or Remote.com, which handles compliant India employment for you at no entity cost. So "we can't hire in India" doesn't have to be a blocker if the fit is right.