Manikandan Jeeva

About Manikandan Jeeva

Building AI agents that solve real problems across healthcare, life sciences, CPG, and retail. Not demos. Production systems.VP of Data Science & AI at Genpact. I lead a team of 100+ data scientists delivering Generative AI, Agentic AI, and Advanced Analytics solutions for Fortune 500 clients across Healthcare, Life Sciences, Consumer Goods, and Retail.20+ years in this space. The last two have been a pivot point - from traditional analytics to architecting multi-agent AI systems that fundamentally change how enterprises operate.What I\'m building now:→ PrecisionCare Navigator: A 5-agent clinical trial matching platform using 8 Google medical models (MedGemma, TxGemma, HeAR). Screens patient eligibility in under 2 minutes vs. 45-56 minutes manually. Solo entry in the Kaggle MedGemma Impact Challenge (6,900+ entrants).→ Enterprise Omnichannel Decision Engine: Orchestrating AI-driven engagement across 4 therapy areas and 80K+ customers. Campaign optimization, segmentation, and ROI at scale.What I write about:→ Why SaaS is shifting to Agents-as-a-Service, and what that means for your roadmap→ Enterprise AI security: OpenClaw, NemoClaw, and why guardrails are architecture, not afterthoughts→ \"Zero percent coding time\"- AI agents reshaping enterprise development (Feb 2026)→ Guardian layer architecture - a dual-system approach to agentic AI safety (Jan 2026)→ How structuring knowledge for AI agents changes how you think about documentationCore expertise: AI Coding Agents: Claude Code, Cursor, Codex, Droid, Devin, Antigravity - AI Agents as my engineering team Agentic AI: Multi-agent architectures (Google ADK, LangGraph, CrewAI), LLM orchestration, autonomous workflows, AI safety Generative AI: Fine-tuning (QLoRA/LoRA), RAG pipelines, local deployment (Ollama, MLX, vLLM) Healthcare AI: Clinical trial matching, patient analytics (APLD, EMR/EHR), drug-target prediction Advanced Analytics: Market mix modeling, omnichannel optimization, behavioral segmentation, campaign ROI Cloud & MLOps: AWS SageMaker, Vertex AI, MLflow, CI/CD for ML pipelinesRecognition: MLDS 2021 - 40 Under 40 Data Scientists (Analytics India Magazine) Genpact Gold Award (2024-25)- Innovative GenAI Solution Design Speaker, PMSA Global Summit 2025Tech: Python, PyTorch, TensorFlow, LangChain, LlamaIndex, Claude, GPT-4, Gemini, MedGemma, Streamlit, Tableau, SQL, AWS, GCPI write about agentic AI, enterprise AI security, and where domain expertise meets AI engineering.Let\'s connect if you\'re building at this intersection.

Experience

1. Vice President - Analytics and Generative Ai - Dtai C & H

   Genpact

   Nov 2024 — Present · Bengaluru, IN

Education

• Anna University Chennai

  B.E., E.C.E

  2001 — 2005

Skills

• Machine Learning
• Data Integration
• Data Warehousing
• Reporting & Analysis
• Dashboard
• Project Management
• Business Intelligence
• Pmp
• Hadoop
• Data Analysis
• Predictive Modeling
• Project Planning
• Vba
• Sas
• Business Analytics
• Analytics
• Predictive Analytics
• Sql
• Python
• R