HR
✦ Forward Deployed Engineer

Harsha
Reddy

AI Product Owner • Applied AI & Agentic Systems

Building and deploying Generative AI, RAG, and agentic solutions across healthcare, BFSI, and enterprise — from discovery to production.

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About

Who I Am

I'm a Forward Deployed Engineer and AI Product Owner with a unique blend of healthcare domain expertise, customer-facing problem solving, and hands-on AI development.

I translate ambiguous business problems into practical AI systems — from technical discovery and rapid prototyping to production deployment. I own the end-to-end product lifecycle: vision, strategy, backlog prioritization, delivery, and iteration.

My core differentiator: Rapid Domain-to-Deployment — learn the domain, identify the highest-value workflow, define requirements, design the system, build the prototype, validate, deploy, evaluate, iterate, and codify reusable patterns.

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Harsha Reddy
4+
Enterprise AI Programs
10+
AI Tools Deployed
60%
Avg. Efficiency Gain
Expertise

Skills & Technologies

A comprehensive set of capabilities across AI, engineering, and product strategy.

Generative AI & LLMs

GPTLLaMAClaudeDiffusionHugging FaceMistralFine-tuning

AI Orchestration & Agentic

LangChainLangGraphCrewAIAutoGenRAGGraph RAGMulti-Agent

Prompt Engineering

Chain-of-ThoughtReActTree-of-ThoughtsFew-ShotSelf-ConsistencyJSON Mode

Programming & Tools

PythonTensorFlowPyTorchFastAPIStreamlitSQLGitHub Actions

Cloud & Deployment

AWSGCPKubernetesCI/CDREST APIsDocker

Product & Strategy

RoadmappingOKRsAgile/ScrumGTM StrategyPLGCompetitive Analysis

Security & Compliance

HIPAASOC-2GDPRPII/PHI RedactionBias DetectionSHAP/LIME

Vector & Search

PineconeChromaDBFAISSWeaviateSemantic SearchKnowledge Graphs
Career

Experience

A track record of delivering AI-powered solutions across industries.

Deloitte India
Manager – Strategy, Risk & Transaction
Jun 2026 – Present
  • Lead 4+ enterprise AI transformation programs across BFSI, healthcare, and manufacturing.
  • Architect and deploy scalable LLM, RAG, and agentic workflows.
  • Translate business requirements into prioritized user stories and technical workstreams.
  • Orchestrated AI-powered due diligence reducing deal-assessment timelines by 40%.
  • Established enterprise-grade responsible AI practices with validation frameworks.
LifeSignals
AI Automation Architect (Lead)
Apr 2023 – Present
  • Architected and deployed 10+ Generative AI tools using Claude, GPT, and Gemini.
  • Developed AI Agents for clinical trial data extraction using Python and RAG.
  • Improved processing time by 40% and accuracy by 35%.
  • Engineered custom RAG system for medical literature synthesis reducing research time by 60%.
  • Integrated AI models into scalable applications via FastAPI.
Hetero Labs
Medical Science Liaison (MSL)
Mar 2022 – Jun 2023
  • Led data-driven KOL mapping for Oncology/Neurology, categorizing 100+ high-impact physicians.
  • Developed medical training programs for 50+ stakeholders on drug mechanisms and clinical trials.
  • Orchestrated scientific advisory boards, translating clinical feedback into GTM strategies.
Indegene
Junior Associate Scientific Writer
Aug 2020 – Mar 2022
  • Authored 25+ clinical manuscripts and regulatory documents for global pharma clients.
  • Pioneered semi-automated workflows, reducing formatting errors by 70% and timeline by 45%.
  • Produced visual presentations for medical congresses (ASCO, ASH, ESMO).
Navitas LifeScience
Trainee Drug Safety Associate
Jan 2020 – Jul 2020
  • Processed 500+ ICSRs with medical narrative writing and MedDRA coding.
  • Maintained 100% FDA/EMA compliance, conducted signal detection analysis.
Portfolio

Key AI Projects

Enterprise-grade solutions built with RAG, agentic frameworks, and LLMs.

DueDiligence AI Agent
Multi-agent RAG system for M&A due diligence; web scrapes SEC filings, news, and regulatory data.
CrewAILangGraphRAGGCP
↓ 60% timeline · ↑ 35% risk detection
RiskSight AI
Enterprise SaaS for credit memo & risk analysis; RAG-powered LLM extracts risk indicators and financial ratios.
FastAPILangChainPostgreSQLAWS
5 days → 4 hours · 93% accuracy
SmartHealth AI
End-to-end healthcare platform with EHR integration and RAG-based clinical decision support.
FHIR APIsPyTorchRAGAWS
55% less documentation time · 30% better outcomes
Truth Scanner
Medical claim verification engine; web scrapes PubMed, clinical trials, and FDA data with Claude API + RAG.
LangChainChromaDBFastAPI
92% accuracy
VideoGen AI
AI video automation for medical training; RAG-ingests clinical guidelines, generates scripts, voiceover, and animations.
Stable DiffusionElevenLabsFFmpegAWS
4 weeks → 2 days (10× faster)
GTM Automator
Competitive intelligence SaaS; web scraping + GPT-4 + RAG for automated SWOT and market positioning.
LangChainSeleniumBeautifulSoupGPT-4
2 weeks → 2 hours
Live

AI Deployments

Click any card to launch a unique, interactive visual demo.

Truth Scanner
Medical claim verification
MedData-AI
Antibiotic resistance ML
YT Automator
AI video automation
TradeVCP
Competitive intelligence
Collaborate

Let's Build Together

I'm actively looking for partners and investors to scale disruptive AI ventures.

Collaborative Tech Talent 🚀

Seeking technical partners and co-founders to scale disruptive AI-driven healthcare and fintech ventures.

Investor Opportunities 💎

Actively looking for forward-thinking investors to enable the next generation of AI-enabled health-tech solutions.

Vision

Future Roadmap

Click a card to see the full vision.

Universal Health Passport 🌍

QR-based medical records allowing seamless data transfer across healthcare providers.

Home Care AI 🏠

Intelligent home monitoring agents for elderly care and chronic disease management.

Education

Academic Background

Combining business, science, and technology.

Master of Business Administration
European Open University
2022 – 2023
Doctor of Pharmacy
Rajiv Gandhi University of Health Sciences
2013 – 2019
LLM Fine-tuning & Agentic Workflows
Project-based enterprise implementation (LoRA/PEFT, Advanced RAG)
2023 – Ongoing
Recognition

Awards & Publications

Honors and contributions to the field.

🏆
Make It Happen Award
⭐
Best Contribution Award
📄
Assessment of caregivers in children with epilepsy
📑
Whitepapers: AI in Pharmacotherapy, KOL Engagement