
Talha Amin
Forward Deployed Engineer
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Portfolio
Esperienza lavorativa
Senior Software Engineer
Retailo Technologies • Full time
Sep 2025 - Present • 1 yr 2 mos
Partner with operations, finance and distributor teams to convert business rules into shipped features, typically within one sprint. Integrated the platform with the client's SAP and SalesFlo: order sync over AWS Lambda and SQS with at-most-once delivery and staff resync, and customer sync with mappings agreed with the client. Delivered scheduled CSV reports to the client and transactional bulk onboarding of up to 5,000 journey-plan rows with row-level feedback. Diagnosed production issues under live traffic (stale syncs, duplicate posts, unbounded reads) and tuned LLM prompts and evaluation sets for a customer-facing assistant. Launched a field-agent product end to end (NestJS APIs, Next.js staff portal, React Native app) for agents collecting loan repayments in shops, with ID scanning, route assignment and approval flows.
Software Engineer
aBizSol • Full time
Oct 2023 - Sep 2025 • 1 yr 11 mos
Delivered AI features end to end for client products: RAG pipeline design, document ingestion, vector search, prompt templates and the API surface consumed by client teams. Gathered requirements directly from marketplace and LMS clients, translated them into schemas, ERDs and modular Node.js/Express services, and demoed increments each sprint. Built a serverless video pipeline (AWS Lambda, FFmpeg, HLS, S3) to a client specification and supported it through rollout and early production issues. Iterated on LLM prompts and retrieval settings with client feedback to raise answer accuracy and consistency. Named Best Employee of the Year, 2023, for on-time delivery and client satisfaction on AI and platform work.
Associate Software Engineer
Sysvoy • Full time
Nov 2022 - Sep 2023 • 10 mos
Built and extended React applications and the RESTful APIs behind them against client requirements and acceptance criteria. Owned automated test coverage (Jest, Playwright) for client releases, cutting regressions reaching clients. Scoped, delivered and signed off releases directly with client stakeholders, turning acceptance criteria into tested features. Triaged and resolved production data-handling and validation issues, feeding fixes back into the automated test suite. Prepared release notes and walked client stakeholders through delivered features at sprint reviews.