Sonu Kumar
Hyderabad
Summary
AI Lead with 6+ years of experience building enterprise-grade GenAI solutions across healthcare, insurance, and public sectors. Proven track record as CTO and AI Practice Head, leading multi-disciplinary teams, architecting scalable ML systems, and driving AI adoption. Skilled in LLMOps/AgentOps, AI Agents, RAG, Cloud AI solutions, and delivering production-ready AI platforms.
Overview
5
5
years of professional experience
Work History
Co-founder and CTO
Sporo Health
Boston
10.2024 - 05.2025
- Developed HIPAA-compliant AI systems for doctor-patient interactions, achieving 60% reduction in documentation time.
- Led comprehensive AI development, including dataset curation and deployment of inference APIs mainly with Open Source AI Stack.
- Designed scalable microservices architecture with Docker and CI/CD for efficient medical agents operations.
- Managed cross-functional teams to successfully launch three full-stack AI Agents based products within 18 months.
- Established partnerships with hospitals and digital health startups, converting POCs into sustainable revenue streams.
AI Practice Head
Accely Technologies
Mumbai
05.2024 - 10.2024
- Established and scaled AI practice, transforming it into a revenue-generating vertical for enterprise GenAI solutions.
- Architected production-grade RAG pipelines utilizing OpenAI, LangChain, and Pinecone/Qdrant for knowledge systems and compliance retrieval.
- Developed multi-agent frameworks for task delegation, incorporating function calling and domain-specific toolchains.
- Mentored AI/ML engineers and solution architects within cross-geography delivery teams to enhance project outcomes.
- Defined reusable prompt frameworks and API wrappers, accelerating client PoC-to-production cycles by 40%.
Senior AI Consultant
Capgemini
Hyderabad
01.2022 - 05.2024
- Designed AI/ML solutions in NLP and speech analytics, creating an award-winning voice intelligence platform for UK rail operator.
- Developed omnichannel virtual assistant for global insurance client, integrating policy Q&A, claim tracking, and multilingual support.
- Pioneered early GenAI/RAG use cases in insurance, deploying retrieval-augmented generation pipelines with custom embedding logic.
- Established internal framework for LLM selection based on task complexity, latency, cost, and explainability—utilized in pre-sales efforts.
- Delivered strategic AI presentations to CXOs across US, UK, and APAC, positioning Capgemini as a leading AI partner.
AI Engineer
JoulestoWatts Business Solutions
Bangalore
04.2021 - 12.2021
- Created ML models for time series forecasting in energy and logistics sectors.
- Developed TinyML models optimized for ARM Cortex-based devices for edge deployment.
- Implemented OCR and NLP pipelines for efficient document parsing and information extraction.
- Delivered touchless auto-claims CV system utilizing image classification and damage detection techniques.
AI Engineer
MCMARVIN
Bangalore
12.2019 - 04.2021
- Executed early-stage data science projects, specializing in data cleaning and feature engineering.
- Developed and deployed machine learning pipelines for classification and regression tasks.
- Created REST APIs with FastAPI and Flask to deliver model predictions.
- Collaborated with senior engineers to convert notebooks into production-ready services.
Education
Bachelor of Technology - Computer Science And Engineering
Dr. BC Roy Engineering College
Durgapur05-2019
Skills
- Artificial intelligence and machine learning
- AI agents and systems
- Generative AI technologies
- Cloud-based AI solutions
- LLM and fine-tuning expertise
- Python programming
- AI system deployment strategies
- Team leadership skills
- Cloud platforms: AWS, Azure, GCP
- API development and integration
Languages
Hindi
First Language
English
Advanced (C1)
C1
Bengali
Upper Intermediate (B2)
B2
Affiliations
- Creating educational AI content on the AI Anytime YouTube channel
- Building open-source tools with the AI Anytime community for accessible, responsible AI
- Recently spoke at PyCon 2025 Lithuania, Pyconf Hyderabad, and Codebasics Data & AI Fest on AI agents and MCP
Timeline
Co-founder and CTO
Sporo Health
10.2024 - 05.2025
AI Practice Head
Accely Technologies
05.2024 - 10.2024
Senior AI Consultant
Capgemini
01.2022 - 05.2024
AI Engineer
JoulestoWatts Business Solutions
04.2021 - 12.2021
AI Engineer
MCMARVIN
12.2019 - 04.2021
Bachelor of Technology - Computer Science And Engineering
Dr. BC Roy Engineering College
Similar Profiles
Farah CASSAGNOLFarah CASSAGNOL
NA at Fundamentals of Nursing Advent Health, Advent Health, Mental Health. Advent HealthNA at Fundamentals of Nursing Advent Health, Advent Health, Mental Health. Advent Health
France-Lise TranieFrance-Lise Tranie
Physical Therapist Assistant at Nurse Home Care/Community Home Health Services/Allegiance Home Health/Pinnacle/Preferred Home Care of Florida Home Health AgenciesPhysical Therapist Assistant at Nurse Home Care/Community Home Health Services/Allegiance Home Health/Pinnacle/Preferred Home Care of Florida Home Health Agencies
Olivia DoigOlivia Doig
Remote Area Nurse (N3-N4) at Northern Territory Department of Health: Milikapiti Health Centre and Jabiru Health CentreRemote Area Nurse (N3-N4) at Northern Territory Department of Health: Milikapiti Health Centre and Jabiru Health Centre
Jagan DonkanaJagan Donkana
Sales Manager at Pranavi ToursSales Manager at Pranavi Tours
SHANTANU SINHASHANTANU SINHA
Staff Technical Program Manager at Warner Bros DiscoveryStaff Technical Program Manager at Warner Bros Discovery