Stuti Meshram profile photo 1 on Tal

Stuti Meshram

AI Engineer | Generative AI & LLM Systems | LangChain · LangGraph · RAG · Multi-Agent AI | Python · AWS · OpenAI | Production AI at Scale

Pune District

2+ years of work experience

Neuralwaves-systems
Dec 20232 yrs 8 mosPresent

Pune District, Maharashtra, India

AI Interview Bot — Core System Architected an LLM-powered interview simulation platform integrating OpenAI GPT-4 and Google Gemini APIs, supporting 500+ monthly evaluation sessions with dynamic question generation and real-time answer scoring Built the full backend in Python + Spring Boot; optimized API orchestration and async processing pipelines, resulting in a 40% improvement in response throughput Reduced system latency by 35% through query optimization, REST API refactoring, and database indexing across microservices architecture Designed a modular LLM integration layer enabling hot-swappable AI models (GPT-4, Gemini, future models) with zero code changes — reducing new model integration time from days to hours Content Moderation System Engineered a fine-tuned LLM-based content moderation pipeline achieving 95% classification accuracy on real-world data Automated flagging and routing workflows that eliminated 70% of manual review volume, directly reducing operational overhead Applied advanced prompt engineering and few-shot learning techniques to improve model output consistency across edge-case content categories Infrastructure & Quality Delivered a React.js analytics dashboard for real-time session monitoring, evaluation trends, and model performance tracking Automated the full regression test suite using Selenium, cutting regression testing effort by 30% and enabling faster sprint cycles

Stuti’s AI Stack

antigravity
antigravity
claude
claude

Education

GH Raisoni University Amravati

Master of Technology, Artificial Intelligence

GH Raisoni University Amravati

20212 yrs2023
Sant Gadge Baba Amravati University, Amravati

Bachelor of Engineering, Computer Engineering

Sant Gadge Baba Amravati University, Amravati

20154 yrs2019

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Headline

AI Engineer | Generative AI & LLM Systems | LangChain · LangGraph · RAG · Multi-Agent AI | Python · AWS · OpenAI | Production AI at Scale

About

I build AI systems that go from whiteboard to production — and I measure success in accuracy rates, latency cuts, and hours of human work eliminated. I’m an AI Engineer at NeuralWaves, where I design and ship production-grade AI systems — from LLM-powered agents to content moderation pipelines. I sit at the intersection of applied research and real-world engineering, turning prototypes into systems that handle real traffic, real users, and real SLAs. At NeuralWaves, I’ve shipped: • An AI Interview Bot (OpenAI + Gemini APIs) handling 500+ monthly sessions with real-time dynamic evaluation and a 40% boost in backend response efficiency • A content moderation system that hit 95% accuracy and cut manual review workload by 70% — still running in production • A multi-agent AI Career Copilot that routes queries across specialized sub-agents (Job Hunter, Interview Prep, Resume AI) using LangGraph + Claude’s tool-use API, with <3s average response time. My stack, end to end: LangChain · LangGraph · RAG · LLM Fine-Tuning (Llama2, Gemma) → Python · Java Spring Boot · React.js → AWS (EC2 · S3 · Lambda · Bedrock) · Docker What separates me: I don’t just prototype AI — I architect it for real traffic, debug it at 2 AM, and optimize it until the latency and cost numbers are defensible. What I’m looking for / building next M.Tech in Artificial Intelligence | GH Raisoni University 📌 Currently exploring: Applied AI Engineer, AI/ML Engineer, GenAI Engineer, Forward Deployed Engineer roles in Pune · Mumbai (on-site, remote, or hybrid) 🔗 GitHub: github.com/stuti-meshram | Open to connecting with builders and AI teams.

Location

Pune District

AI stack

antigravity

claude

Work experience

AI Engineer at Neuralwaves-systems, Dec 2023 - Present · 2 yrs 8 mos, Pune District, Maharashtra, India, AI Interview Bot — Core System Architected an LLM-powered interview simulation platform integrating OpenAI GPT-4 and Google Gemini APIs, supporting 500+ monthly evaluation sessions with dynamic question generation and real-time answer scoring Built the full backend in Python + Spring Boot; optimized API orchestration and async processing pipelines, resulting in a 40% improvement in response throughput Reduced system latency by 35% through query optimization, REST API refactoring, and database indexing across microservices architecture Designed a modular LLM integration layer enabling hot-swappable AI models (GPT-4, Gemini, future models) with zero code changes — reducing new model integration time from days to hours Content Moderation System Engineered a fine-tuned LLM-based content moderation pipeline achieving 95% classification accuracy on real-world data Automated flagging and routing workflows that eliminated 70% of manual review volume, directly reducing operational overhead Applied advanced prompt engineering and few-shot learning techniques to improve model output consistency across edge-case content categories Infrastructure & Quality Delivered a React.js analytics dashboard for real-time session monitoring, evaluation trends, and model performance tracking Automated the full regression test suite using Selenium, cutting regression testing effort by 30% and enabling faster sprint cycles

Education

Master of Technology, Artificial Intelligence, GH Raisoni University Amravati

Bachelor of Engineering, Computer Engineering, Sant Gadge Baba Amravati University, Amravati

Stuti Meshram - AI Engineer in Pune District | Tal