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Amit Mishra

@amitmishra4

AI / GenAI Engineer & Solo Founder, ReconPe | Ex-Technical Architect | 12+ Years FinTech | AWS Certified Generative AI Developer – Professional

India

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What I'm looking for

Full-time permanent senior/staff/principal seat: Principal AI Engineer, Forward Deployed AI Engineer, Founding Engineer or AI Architect (Java + AI). Outside India on-site with visa sponsorship, or fully remote for a non-India company.12+ yrs plus a founded startup, so not junior/mid. Not research, contract or fractional. English working language.

AI / GenAI Engineer and solo founder with 12+ years of distributed-systems engineering, most of it as a Technical Architect in regulated FinTech. AWS Certified Generative AI Developer – Professional and AWS Certified Solutions Architect – Associate. I solo-built ReconPe, an AI-native reconciliation SaaS live in production on AWS and featured in the AWS Startups Showcase — from its 10-service Spring Boot platform through to sales, demos, SEO/GEO and product marketing. I designed ACRE, a six-stage deterministic reconciliation engine (exact-key matching, fuzzy matching, LSH blocking, Fellegi–Sunter Bayesian scoring, Hungarian N-to-M assignment, conservation-law validation), and built six production GenAI agents on Spring AI, AWS Bedrock and Bedrock AgentCore, LangGraph and Strands Agents SDK — with PGVector semantic memory and multi-provider routing across Anthropic Claude, OpenAI GPT, Google Gemini and DeepSeek. I treat LLM agents as unreliable distributed dependencies: fallback chains, idempotency, circuit breakers, deterministic guardrails and conservation-law validation, with money movement decided by deterministic code rather than a language model. Previously at PAMP Technologies I modernized Java 8 systems to Java 21, decomposed a monolith into eight microservices using Event-Driven and Saga patterns, and cut client-reported issues by 50%, technical debt by 60% and cloud costs by 40% — while mentoring cross-border teams across India, Switzerland, the US and Australia. Earlier I helped build India's first retail Digital Gold platform for MMTC-PAMP, integrated with Google Pay, PhonePe and Paytm at 99.99% uptime. Architecture rigor and AI as a multiplier, applied to production systems rather than demos.

Experience

Work history, roles, and key accomplishments

Current

Founder & AI Engineer

Current

ReconPe

Dec 2025 - Present (8 months)

Solo-built ReconPe, an AI-native reconciliation SaaS in production on AWS, featured in the AWS Startups Showcase. 10 Spring Boot microservices; ACRE, a 6-stage deterministic matching engine (exact, fuzzy, LSH, Fellegi-Sunter, Hungarian, conservation-law); 6 production GenAI agents (chat, vision, risk, voice) on Spring AI, AWS Bedrock, LangGraph and Strands SDK, with PGVector memory and multi-LLM routing. Ran sales, SEO/GEO and marketing solo.

Technical Architect

PAMP Technologies India

Aug 2021 - Dec 2025 (4 years 4 months)

Global IT transformation for the MKS PAMP Group. Modernised Java 8 to 21, cutting client-reported issues 50%, tech debt 60%. Decomposed a monolith into 8 microservices (Event-Driven, Saga); set enterprise-wide API governance. Ran AWS+Azure multi-cloud (DMS, DR, CI/CD, Akamai) for 40% cost savings. Led GenAI work - doc scanning, invoice auto-upload, Findur ERP - cutting finance-ops effort ~30%. Mentored teams in India, Switzerland, US, Australia.

Java Spring Boot Microservices Event Driven Architecture Saga AWS Azure AWS DMS CI CD Azure DevOps Akamai Generative AI Technical Architecture

Senior Software Engineer

PAMP Technologies India / MMTC-PAMP

Jul 2017 - Aug 2021 (4 years 1 month)

Built India's first retail Digital Gold platform, enabling fractional gold purchases from Rs 1, integrated with Google Pay, PhonePe and Paytm at 99.99% uptime across Europe and India. Led iDGS internationalisation end to end - application modernisation, observability and partner-grade SLAs. Migrated on-premise workloads to AWS (Singapore to Mumbai) and re-platformed SQL Server to MySQL via AWS DMS on a reserved-instance model.