Rahul Manglani

Backend Engineer

Pune, Maharashtra, India2 yrs 9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in AI and LLM integration.
Proven experience in scalable backend design.
Strong leadership and communication skills.

Stackforce AI infers this person is a skilled AI and software engineer with a focus on scalable solutions.

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Skills

Core Skills

Large Language Models (llm)System DesignAi AgentsGoogle Cloud Platform (gcp)Next.jsFirebaseMern StackFront-end Development

Other Skills

Amplitude AnalyticsC++Cloud FirestoreCommunicationData AnalysisExpress.jsFine TuningJavaJavaScriptJavaScript LibrariesLarge Language Model Operations (LLMOps)LeadershipNode.jsPython (Programming Language)React.js

Experience

Tredence inc.

Data Engineer

Jun 2025 – Present · 9 mos · Pune, Maharashtra, India · On-site

Vestra

AI Software Engineer Intern

Dec 2024 – May 2025 · 5 mos · Hybrid

During my 6-month internship at Vestra AI, I worked at the intersection of LLMs and system design to build intelligent, scalable agent-based platforms. My key contributions included:
Built & Deployed AI Agents: Created advanced AI agents using CrewAI, LangChain, and custom toolchains, enabling dynamic deployment and user-specific workflow automation.
LLM Integration: Integrated open-source LLMs/SLMs with Firebase, Vector DBs, and memory modules to power context-aware, conversational agents with RAG, MCP, and PEFT capabilities.
Scalable Backend Design: Architected and implemented a robust backend infrastructure using VMs, serverless functions, streaming response mechanisms, and secure token/user management.
Dynamic Agent Frameworks: Developed multi-tenant agent frameworks with support for tool attachment, prompt-based agent creation, and automated lifecycle management, accessible via API and UI dashboards.
Cross-Functional Collaboration: Worked closely with product and engineering teams to align solutions with business goals — including persistent memory, tool chaining, web crawling, and third-party API integrations.

Large Language Models (LLM)System designFirebaseAI AgentsLarge Language Model Operations (LLMOps)

Aisence

Software Engineer Intern

May 2024 – Jul 2024 · 2 mos · Gurugram, Haryana, India · On-site

Large Language Models (LLM)FirebaseGoogle Cloud Platform (GCP)Fine TuningNext.js

Tradex

Software Development Intern

Dec 2023 – Jan 2024 · 1 mo · Remote

Implemented a scalable backend infrastructure using Firebase Cloud Functions for SocialBet, a US based trading platform.
Created an operation team dashboard with Next.js, providing real-time insights and optimizing operational workflows.
Contributed to the main frontend project, using Next.js, improving the overall user interface and experience.

FirebaseCloud FirestoreTypeScriptNext.jsAmplitude Analytics