OFFICIAL CURRICULUM VITAE
SAMEER BAGUL
AI Engineer • Software Engineer • Full-Stack Architect • LLMs & RAG Specialist
Software Engineer and AI Engineer with experience building production-ready AI and full-stack applications, backend services, REST APIs, databases, automation workflows, and cloud deployments. Specialized in LLM applications, RAG, agentic AI, semantic search, and integrating AI capabilities into customer-facing products.
WORK EXPERIENCE
AI Engineer
CURRENT ROLERevcloud • Pune, India
- Engineer production-ready AI and software capabilities across Revcloud's B2B lead-generation and revenue funnel, owning features from PRD and architecture through implementation, testing, deployment, and monitoring.
- Develop AI-driven traffic and lead-routing systems combining semantic signals, funnel analytics, and revenue outcomes to optimize traffic allocation.
- Contribute to Alyson.ai, an AI-powered customer-acquisition platform for generating and optimizing landing pages, routing traffic, capturing leads, and automating customer interactions.
- Build LLM applications and agentic workflows using multiple model providers, LangChain, LangGraph, RAG, hybrid retrieval, semantic search, and production APIs across Node.js, Python, React, Next.js, and Astro.
- Develop AI meeting-intelligence workflows processing conversations through transcription, chunking, semantic retrieval, and agentic post-processing for structured notes and automated follow-ups.
- Build and operate AI systems on AWS with Docker, CI/CD, logging, monitoring, evaluation, and LLMOps practices across the development-to-production lifecycle.
AI Developer
Dimakh Consultants • Pune, India
- Built and deployed production software and AI services for business workflows across sales, customer support, and lead engagement.
- Integrated an AI assistant into Sudapedia, a production business application for Sudarshan Chemical Industries, bringing LLM-powered retrieval into sales workflows.
- Built an AI customer assistant for a client website combining LLM orchestration, business knowledge, retrieval, and application APIs to handle pre-sales interactions.
- Developed AI calling workflows for sales teams (conversation orchestration, prompt design, token optimization, and backend integrations).
- Designed RAG and agentic workflows connecting business knowledge, application data, and external APIs to produce context-aware responses.
Software Engineer
Bug0 • Remote
- Built core components of Bug0's AI-native testing platform, developing agentic browser-testing workflows around Playwright for generating and executing end-to-end regression tests.
- Developed Node.js backend services and CI/CD integrations using Docker and GitHub Actions, reducing deployment cycle time by 70%.
- Worked directly with customer engineering teams, including Vercel and Drumwave, to integrate testing workflows, debug production issues, and adapt platform tools.
- Built supporting tooling around test execution, failure analysis, and AI inference to improve reliability in automated QA workflows.
Full-Stack Developer & DevOps Intern
LabsCheck • Pune, India
- Built and shipped features for LabsCheck, a healthcare marketplace for searching, comparing, and booking diagnostic tests across 12,000+ verified pathology labs.
- Developed backend APIs and application services across Next.js and Python, supporting lab discovery, test-price comparison, and booking workflows.
- Built an AI-powered report-generation workflow as a parallel product initiative to turn report data into structured user-facing outputs.
- Owned deployment and infrastructure for multiple services, configuring Docker, Nginx, and CI/CD on Contabo VMs and production environments.
- Automated lead and marketing workflows with AI agents, supporting 100,000+ leads for outreach operations.
SELECTED SOFTWARE & AI PROJECTS
NoteForge AI
RAG, LangGraph, LLM Orchestration, Vector Search
- Full-stack AI YouTube-to-Notes platform (React 18, TypeScript, Vite, Node.js, Express) converting videos/playlists into study notebooks via a 5-stage pipeline.
- Hybrid LLM orchestration layer (Ollama, LM Studio, Gemini, Grok) with provider routing, task mapping, fallbacks, and token streaming.
- LangChain + LangGraph RAG, BM25 + vector ensemble retrieval, hallucination critique loops, Pinecone, SSE streaming, mind maps, and quizzes.
Athena AI
Agentic AI, LangGraph, Voice, RAG, MCP
- Electron.js + TypeScript + React/Vite desktop AI assistant with a real-time Three.js/VRM 3D avatar engine at 60 FPS.
- Modular agentic AI with LangGraph/LangChain multi-provider routing (Gemini, Ollama, LM Studio, OpenAI), autonomous tools, and multi-step reasoning.
- Local voice pipeline (Python Whisper STT + Node SuperTonic TTS), hybrid memory, local vector search, MediaPipe tracking, and MCP connectors (reducing idle CPU by 66%).
JalSakhi AI
ML, LLMs, FastAPI, LangChain, MLOps
- Precision agriculture platform (React Native, Node.js, MongoDB Atlas, FastAPI) for irrigation planning, analytics, and multilingual farmer workflows.
- MLOps pipelines for 3 ML services + 1 LLM service (Groq Llama-3.1-8B + LangChain tool calling).
- Trained models on datasets ranging from 2,873 to 118,013 engineered samples with rate limiting (100 req/min), 60s timeouts, and secure API controls.
TECHNICAL SKILLS & TOOLING
AI & Generative AI
LLMsGenerative AIRAGHybrid RAGAgentic AIAI AgentsPrompt EngineeringSemantic SearchEmbeddingsVector SearchLLM EvaluationTool Calling
AI Frameworks & Models
LangChainLangGraphLlamaIndexHugging FaceOllamaGoogle GeminiOpenAI APIsGroqPyTorch
Programming Languages
PythonTypeScriptJavaScriptJavaCC++SQL
Backend & Cloud APIs
Node.jsExpress.jsFastAPIFlaskREST APIsMicroservicesOpenAPISSE Streaming
Data & Databases
PostgreSQLMongoDBRedisFAISSPineconeBM25 EnsembleVector SearchETL Pipelines
DevOps & Infrastructure
AWSDockerGitHub ActionsCI/CD PipelinesNginxCloudflareLinuxContabo
Observability & Testing
PrometheusGrafanaStructured LoggingLLMOpsPlaywrightAPI TestingGit
HONORS & LEADERSHIP
Smart India Hackathon 2024 — National Runner-up
2024Built AI-powered adaptive skills-learning system using TypeScript, Node.js, and React with an agentic learning workflow.
Innovate You Hackathon 2025 — National Winner (AI/Automation)
2025Built end-to-end AI process-automation platform using multi-step agentic workflows to eliminate manual operational effort.
India Innovates 2026 — National Finalist (Top 5,000 / 1.26 Cr+)
2026Selected among top teams nationally with JalSakhi, combining 3 ML services + 1 LLM service with LangChain tool calling.
Technical Lead & Technology Advisor — APP Club
2024 - 2026Mentored 200+ engineering students through AI and full-stack projects, system design workshops, and architecture sessions.
EDUCATION
Bachelor of Technology (B.Tech) in Information Technology
PES Modern College of Engineering, Pune, India • 2022 – 2026
- •CGPA: 7.77 / 10 | MHT-CET Percentile: 94.95
- •Relevant Coursework: Data Structures & Algorithms, Machine Learning, Database Management Systems, Operating Systems, Software Engineering, Distributed Systems.
- •Technical Lead & Technology Advisor of APP Club — mentored 200+ students and led system design workshops.
- •Winner and Runner-up in multiple National-level Hackathons and AI engineering competitions.