Mandar Kulkarni
Co-Founder @Spanda | Building VernacularAudio Al & GenAl Solutions | Researcher in Medical Imaging (Springer/RTIP2R) | LLMs, RAG & Edge Al
- Role
- Co-founder at Spanda
- Location
- Solapur, MH, IN
- LinkedIn followers
- 500 followers
About Mandar Kulkarni
I don’t just train models; I build AI systems that solve specific, messy real-world problems. My focus lies at the intersection of, and -@: Building an AI-first venture focused on Indian language audio processing and edge AI solutions. Leading a team to deploy scalable transcription pipelines.My work combines deep research with full-stack deployment:(): Engineered a speaker diarization and transcription pipeline for Indian languages using NVIDIA NeMo and Sarvam AI. Currently being piloted for meeting automation.🩻 (): Developing a bone suppression and lung severity analysis system for chest X-rays. Published and presented research at RTIP2R 2025 (Springer CCIS).🤖 ( & ): Built RAG-based study assistants and local Linux automation bots using LangChain and Vector DBs. • : Python, PyTorch, TensorFlow • & : LLMs (Llama, Mistral), RAG, LangChain, HuggingFace • : FastAPI, Docker, AWS, React (Full Stack Integration) • : Edge AI, ESP32Open to collaborations on Medical AI and Vernacular Voice Tech:@.
Experience
Co-founder
Sep 2025 — Present · Solapur, IN
Education
MIT Vishwaprayag University
Master of Computer Applications - MCA
Punyashlok Ahilyadevi Holkar Solapur University, Solapur
Bachelor of Computer Applications
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