.png){kind=logo}
Smruti Singh
Mid-level Implementation Engineer specializing in enterprise integrations and IAM/PAM
Connect with Smruti
Smruti already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Data/ML engineer with end-to-end ownership of donor-data deployments for a university foundation, delivering major performance and data-quality gains (500K+ records; 24h to 6h processing; duplicates 5% to 1%). Has put an LLM-assisted enrichment workflow into production with retrieval-grounded business rules, versioned outputs for traceability, and strong operational rigor around validation, logging, and CI/CD.
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Owned end-to-end customer deployment from discovery through post-launch stabilization
- Built parallelized Python data pipeline processing 500K+ records
- Reduced donor list generation time from ~24 hours to ~6 hours
- Improved data quality by reducing duplicate records from ~5% to ~1% via validation layers
- Bridged technical and non-technical stakeholders; communicated tradeoffs and progress
- Designed production workflow combining rule-based validation with LLM enrichment and retrieval grounding
- Implemented versioning/traceability for model outputs and pipeline results
- Debugged and remediated production integration incident (malformed JSON); added schema validation, logging, and CI/CD tests to prevent recurrence
- Designed robust ingestion patterns for messy inputs (normalization, controlled enrichment, fallback handling)
Like what you see? We'll introduce you to Smruti directly.
Experience
Education
Skills
Languages
Browse Similar
Similar Candidates
Hernan Chalco
Senior Software Engineer specializing in eCommerce payments and integrations
“Solutions/implementation-focused engineer with payments expertise (Adyen headless Magento integrations, 3DS components) who also builds and troubleshoots agentic LLM workflows using the OpenAI Agents SDK. Experienced in pre-sales technical validation and in tailoring live demos/workshops—e.g., pivoted a Quantum Metric workshop from custom JavaScript instrumentation to no-code analytics based on audience needs.”
Mid-Level Implementation Engineer specializing in email templating and front-end integrations
Tarun Abhaye Thiagarajan
Mid-level Solutions & Pre-Sales Manager specializing in HRMS, analytics, and multi-cloud AI
“Enterprise implementation/deployment specialist focused on HRMS and payroll systems across APAC customers, combining cloud/hybrid (AWS/Azure/GCP) integration work with strong client-facing delivery. Demonstrated ability to debug complex production issues across application, database, and network layers (e.g., isolating VPN/router congestion) and to tailor Python-based data cleaning/scoring/utilities to customer-specific workflows.”
Cody Feda
Principal Full-Stack Engineering Leader specializing in forward-deployed SaaS platforms
“Hands-on builder and workshop facilitator focused on getting LLM/agentic and dev-tools products from prototype to production. Has delivered iterative production deployments for a construction client (estimating/invoicing on EC2), debugs LLM regressions with monitoring plus prompt optimization, and has facilitated multiple developer workshops while helping founders improve onboarding and time-to-first-success using tools like PostHog.”
Brian Bonnell
Senior IT Infrastructure & Cloud Leader specializing in enterprise modernization
“Entrepreneurially minded technology-focused candidate who has built a full business plan (including business continuity planning) and successfully raised $65,000 by pitching to the SBA and angel investors. Identified a market gap in small businesses lacking IT staff and developed a remote IT support method to address it.”
Interested in Smruti?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Smruti
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent