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Prajwal Mandale

@prajwalmandale

Message

AI engineer specializing in agentic multi-agent systems and production voice AI.

India

Message

What I'm looking for

I seek roles building production GenAI systems involving multi-agent orchestration, voice AI, RAG, and scalable retrieval—collaborative, fast-moving teams with mentorship and deployment focus.

I am an AI engineer focused on building agentic multi-agent systems, real-time voice AI, and document intelligence solutions. I concentrate on production-ready pipelines using LangChain, FastAPI, Azure OpenAI, and retrieval-augmented generation.

At Genxcellence and in community roles I designed and deployed agentic workflows, built voice agents with STT/TTS, and led integrations for web and mobile audio/video workflows. I contributed open-source tooling and packages to support scalable retrieval and chunking for LLM contexts.

My projects include a Text-to-SQL multi-agent system with a universal database connector, a real-time WebSocket voice agent with low-latency TTS, and a Document Intelligence extraction platform combining Azure Document Intelligence, multi-agent orchestration, and interactive chat UI. I emphasize performance, multilingual support, and schema-aware retrieval.

I hold a B.Tech in Computer Engineering and have interned and worked across remote and on-site roles building CNNs, recommendation engines, and data dashboards. I mentor, document solutions, and engage communities to drive adoption of practical GenAI applications.

Experience

Work history, roles, and key accomplishments

Current

Agentic AI Researcher

Current

Massachusetts Institute of Technology

Dec 2025 - Present (6 months)

Working on agentic multi-agent marketing pipelines under Dr. Abel Sanchez and Prof. John R. Williams, building cross-domain agent workflows and experimental agentic tooling.

Agentic AI fastAPI Azure OpenAI Research Python Experimentation

Current

Head of AI Operations

Current

Massachusetts Gen AI Global

Jul 2025 - Present (11 months)

Led AI operations and community initiatives, designed and deployed agentic workflows using LangChain and FastAPI, and contributed open-source Python packages and integrations for community tooling.

AI Operations Lang Chain fastAPI Python Open Source Community Engagement Automation Deployment

Current

AI Engineer

Current

Genxcellence Soft Pvt Ltd

Dec 2024 - Present (1 year 6 months)

Developed a real-time Voice AI Agent with RAG integration, built AI counselor systems linked to backend student data, and implemented audio/video-to-text, TTS/STT pipelines and multi-agent automation for product features.

RAG fastAPI AI STT TTS Python Audio Processing Text To SQL Agentic Systems

AI Intern

Genxcellence Soft Pvt Ltd

Oct 2024 - Dec 2024 (2 months)

Built a recommendation engine using cosine similarity for a study-abroad platform and implemented a GPT/OpenAI-powered free-text search to improve discovery and matching of universities and programs.

Recommendation Systems Cosine Similarity GPT Search NLP Python Product Integration Data Matching

AI/ML Intern

Vinsys IT Services Ltd

Feb 2024 - Jul 2024 (5 months)

Engineered a convolutional neural network and processed large image datasets using OpenCV to improve model accuracy and validation in a production-focused computer vision project.

Computer Vision CNN OpenCV data preprocessing Validation Python TensorFlow Keras

Data Analyst Intern

Excelerate

Aug 2023 - Oct 2023 (2 months)

Analyzed client data using hypothesis-driven A/B testing and built interactive Power BI dashboards and automated reports to streamline data-driven decision-making.

Data Analysis A B Testing Power BI SQL Python Dashboarding Hypothesis Testing