A strategic and impact-driven data science leader with 14+ years of experience delivering advanced analytics, AI, and ML solutions across diverse industries. I specialize in transforming complex business challenges into scalable, data-driven strategies that drive measurable outcomes.
- Currently driving AI adoption through real-world GenAI applications.
- Passionate about mentoring talent, enabling innovation, and building a culture of continuous learning.
- Strong technical acumen combined with sharp product thinking.
- A solutionist at heartβtech is both my passion and hobby.
- AI/ML Product Development: Leading end-to-end delivery of scalable machine learning & AI products, from ideation to production.
- Strategic Leadership: Driving vision, strategy, and execution of high-impact analytics and GenAI initiatives.
- Cross-functional Collaboration: Partnering with engineering, product, and business teams to align data science solutions with strategic priorities.
- Enterprise-Grade Engineering: Building robust pipelines, APIs, and microservices using Python, Django, FastAPI, and JavaScript frameworks.
- Mentoring & Team Uplift: Shaping high-performing teams through coaching, capability building, and strong feedback culture.
- Applied Generative AI: Building secure, production-grade GenAI applications using Langchain, LlamaIndex, and embedding-based retrieval.
- Automation: Obsessed with automating processes for efficiency and scale.
- Data Storytelling: Turning complex data into actionable recommendations for senior stakeholders and execs.
Languages & Frameworks:
Python, Django, FastAPI, JavaScript, Next.js, Streamlit
Data & MLOps:
SQL, NoSQL (MongoDB, DynamoDB), Snowflake, BigQuery, Delta Lake, Databricks, dbt, Apache Airflow, Mage.ai
Cloud & DevOps:
AWS, Azure, Docker, Kubernetes, Terraform
GenAI & LLM Ecosystem:
Ollama, Langchain, LlamaIndex, OpenAI API, ChromaDB, FAISS, SentenceTransformers
Machine Learning & Deep Learning:
scikit-learn, PyTorch, TensorFlow, XGBoost, LightGBM, Hugging Face, Transformers
Visualization & BI:
Plotly, Superset, Tableau, Metabase
APIs & Microservices:
RESTful APIs, FastAPI, Flask, Kafka
Version Control & CI/CD:
Git, GitHub, GitLab, Jenkins, GitHub Actions, GitLab CI, CircleCI
- mcp-server-templates: Owner and maintainer of mcp-server-templates β open-source templates for server automation and setup.
- Mage.ai Contributor: Active contributor to Mage.ai, a modern data orchestration tool for building ETL pipelines.
- AI-Powered RAG Chatbot: Designed and delivered a secure RAG-based analytics chatbot (OpenAI, Snowflake, Plotly, ChromaDB).
- Account Lock Release LLM Agent: Automated customer account unlock using GPT-4.1, Slack bot, and Zendesk integration, driving major efficiency gains.
- CollectIQ: Built a Django app on EKS to automate collections data refresh and prioritization, boosting recovery rates.
- Debt Collection Strategy Models: Designed predictive models to optimize debt collection and referral strategies, significantly improving outcomes.
See more in my pinned and public repositories!
- π Cricket enthusiast and team player on & off the field.
- π‘ Tech is my hobby and my passionβI love solving unsolved problems.
- π€ Always on the lookout for opportunities to automate and optimize.
- π¨βπ« Dedicated mentor, passionate about building the next generation of data science leaders.
- π Sydney, Australia
- π§ sumanshusumarora@gmail.com
- πΌ LinkedIn
- π GitHub
Most of my work is either private repositories or gitlab based so the above is just 10% of how much i code π
π More About My Journey
- Education: Bachelor of Technology (Information Technology), Lovely Professional University, India
- Previous Leadership Roles: Zip Co, Foxtel, ANZ Bank, Westpac, NatWest, AON Hewitt
- Specialties: GenAI, MLOps, Causal Inference, Data Storytelling, Agile Delivery, Cross-functional Influence