Bengaluru, India  ·  Senior Project Lead  ·  Agile & AI Delivery

Bridging deep domain expertise and AI delivery — from proof-of-concept to production.

Certified Scrum Master and Product Owner with 5+ years bridging product delivery and complex technical development, and 10+ years of domain depth in patent intelligence, scientific data, and cheminformatics. I take AI work across the full ML lifecycle — experimentation and fine-tuning through evaluation and deployment.

  • 10+ yrs domain
  • 5+ yrs leadership
  • CSM
  • CSPO
  • IIIT-B — AI & DS
Portrait of Sujeeth H.R.
01 — Profile

A trajectory, not a pivot.

I started in chemistry, then spent over a decade at Molecular Connections building depth in patent intelligence, scientific data, and cheminformatics — moving from scientific analyst to project lead, and learning how to turn dense, ambiguous technical material into something a stakeholder can actually decide on.

As a Certified Scrum Master and Product Owner, I drive structured execution, strategic prioritization, and outcome-focused delivery so agile teams build scalable, high-value solutions. I've led AI work end to end — from initial experimentation and model fine-tuning through rigorous evaluation and deployment — with a product mindset throughout.

The through-line is the same across all of it: I read complex systems, turn them into something a team can act on, and keep that team shipping against the work without losing quality.

02 — Domains

Four overlapping fields.

The value isn't any one of these in isolation — it's the rare overlap.

01

Patent Intelligence, Knowledge Automation & Cheminformatics

Patent intelligence and competitive IP landscaping, knowledge-automation workflows that turn dense scientific corpora into usable insight, and chemistry-grounded analysis — built over 10+ years of domain practice.

02

AI · GenAI · RAG Delivery

End-to-end AI across the ML lifecycle — experimentation, fine-tuning, evaluation, and deployment — taking GenAI and RAG initiatives from PoC to production.

03

Agile Delivery

Certified Scrum Master and Product Owner. Sprint metrics, KPI dashboards, strategic prioritization, and stakeholder management that survives reality.

04

Team Leadership & Quality Ops

Held delivery to a consistently high quality bar while driving the backlog down through disciplined prioritization and process rigor — and rebuilt and ramped project teams through repeated attrition without ever breaking stride on delivery.

03 — Experience

Where I've done the work.

Jan 2026 — Present

Freelance Consultant

Samahitha Research Solutions · Bengaluru

  • Lead end-to-end biostatistical support for clinical research teams and medical professionals, owning the analysis from study design through to interpretation.
  • Validate hypotheses through rigorous statistical methodology, ensuring conclusions hold up to peer scrutiny.
  • Deliver publication-ready data reports trusted for submission to high-impact journals.
2011 — 2024

Project Lead (progressed from Scientific Analyst Trainee)

Molecular Connections · Bengaluru

  • Sustained a consistently high quality bar and kept the backlog under firm control through structured prioritization, process optimization, and cross-functional coordination.
  • Established and ramped up project teams through repeated major attrition events — driving rapid onboarding and uninterrupted delivery against client expectations.
  • Served as the single point of expertise during critical periods, balancing delivery, quality assurance, and backlog management against service levels.

Project Lead · Senior Consultant · Associate Project Lead · Senior Scientific Analyst · Scientific Analyst

04 — Selected work

Things I've actually shipped.

Product · AI portfolio

VelocityIQ, a Sprint Predictability Dashboard

A delivery-analytics app that forecasts sprint outcomes, surfaces scope-creep degradation early, and exports a director-ready PDF. Built to make the Scrum Master's job measurable rather than anecdotal.

  • Python
  • FastAPI
  • Streamlit
  • Plotly
  • ReportLab
Tool · Content automation

LinkedIn AI Post Studio

A structured Hook → Body → Close generation workflow that produces post copy alongside clean SVG infographics. Turns a rough idea into a publishable, on-brand piece in one pass.

  • Python
  • LLM
  • SVG
  • Prompt design
System · Retrieval

RAG Knowledge Systems

Retrieval-augmented pipelines over dense technical and patent corpora — chunking, embeddings, vector stores, and grounded generation wired into a usable interface.

  • LangChain
  • LlamaIndex
  • FAISS
  • Chroma
  • HuggingFace

See all projects on GitHub →

05 — Stack

Ways of working.

Engineering & build

  • Python
  • SQL
  • FastAPI
  • MLOps
  • CI/CD pipelines

AI delivery

  • Generative AI & RAG
  • LLM orchestration
  • Embeddings & vector search
  • Fine-tuning & evaluation
  • ML lifecycle · PoC to production

Agile delivery & metrics

  • Scrum · Kanban
  • Sprint metrics
  • KPI dashboards
  • Stakeholder mgmt

Domain expertise

  • Patent Intelligence
  • Knowledge Automation
  • Cheminformatics
  • Scientific Data
  • Biostatistics
06 — Credentials

Education & certifications.

Education

  • Executive PG Diploma — Data Science & AI IIIT-Bangalore · 2025–26
  • M.Sc — Organic Chemistry Bangalore University
  • B.Sc — Chemistry Bangalore University

Certifications

  • Certified ScrumMaster (CSM)Scrum Alliance
  • Certified Scrum Product Owner (CSPO)Scrum Alliance

Languages English · Hindi · Kannada

07 — Contact

Let's talk.

Open to Scrum Master and delivery roles, and to collaboration on AI, GenAI, RAG, and data-driven product initiatives. The fastest way to reach me is email.

Download résumé ↓