Hey, I’m
Mahesh Bhadane
👋 Hi, I'm Mahesh. I'm an SDE-2 Fullstack & AI Engineer passionate about building AI-powered products, scalable backend systems, and delightful user experiences. Over the last 4.5 years, I've worked across backend engineering, frontend development, cloud infrastructure, and AI systems. Recently, my focus has been on building production-grade RAG pipelines, semantic search, recommendation engines, multi-agent AI workflows, and developer productivity tooling. I enjoy owning products end-to-end—from identifying customer problems and designing system architecture to shipping production features, monitoring them in production, and continuously improving them through data. I'm always excited about solving difficult engineering problems where AI meets scalable software.
EXPERIENCE
Amber
2024 - Present
Pune, Maharashtra, India
- 🚀 Built production AI systems including semantic search, RAG pipelines, recommendation engines, and multi-agent workflows.
- 🚀 Designed scalable backend APIs using Ruby on Rails, Node.js, PostgreSQL, Redis, and AWS.
- 🚀 Built hybrid search using PgVector, BM25, reranking, and semantic caching to significantly improve search quality and latency.
- 🚀 Developed AI-powered lead qualification and recommendation systems used by internal business teams.
- 🚀 Migrated backend services to AWS ECS using Docker, improving deployment reliability and scalability.
- 🚀 Built background workers, event-driven jobs, and automation pipelines reducing operational overhead.
- 🚀 Implemented production observability using Grafana, LangSmith, OpenTelemetry, and AWS monitoring.
- 🚀 Led AI initiatives across a six-member engineering pod, driving architecture, implementation, and delivery.
- 🚀 Delivered customer-facing features from design through deployment while collaborating closely with product and engineering teams.
Torinit Technologies Inc.
2022 - 2024
Pune, Maharashtra, India
- Built scalable web applications using React, TypeScript, Redux, Material UI, and Node.js.
- Designed reusable frontend architecture improving maintainability across multiple products.
- Integrated REST APIs and optimized application state management.
- Developed CRM features used by enterprise customers.
- Improved application monitoring using Rollbar and LogRocket.
- Worked closely with designers and stakeholders to deliver production-ready features.
EDUCATION
Savitribai Phule Pune University
2020 - 2022
Pune, India
- Master of Science (Computer Science)
Savitribai Phule Pune University
2017 - 2020
Silvassa, India
- Bachelor of Science (Computer Science)
FEATURE PROJECTS
Multi-Agent AI Platform
AI Recommendation Engine
