Manish Mukherjee profile photo 1 on Tal

Manish Mukherjee

AI Engineering | Gen AI · LLM · RAG Pipelines · LangChain · LangGraph · Workflow Automation | Application Security Analyst @ Koch | AWS Bedrock · Python · IAM

Bengaluru

4+ years of work experience

Koch Business Solutions India
Jun 20242 yrs 3 mosPresent

Support/Lead IAM initiatives and application security projects. Focus on secure access provisioning, process optimization, and cross-functional collaboration.
Koch Business Solutions India
Jul 20231 yrJun 2024

Working on Enterprise Application Security and Access Governance on Infor ERP, Sailpoint, Tableau and Security Automation aspects.
Koch Business Solutions India
Jan 20237 mosJul 2023

3CORTEX
Jun 20223 mosAug 2022

Hyderabad, Telangana, India

The BrandLord
Apr 20212 mosMay 2021

Jaipur, Rajasthan, India

Manish’s AI Stack

anthropic apis
anthropic apis
antigravity
antigravity
claude code
claude code
deepseek
deepseek
gemini
gemini
github copilot
github copilot

Education

Golden Gate University

Master of Business Administration - MBA

Golden Gate University

20231 yr2024
Christ University, Bangalore

Bachelor of Technology - BTech, Computer Science

Christ University, Bangalore

20194 yrs2023

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Headline

AI Engineering | Gen AI · LLM · RAG Pipelines · LangChain · LangGraph · Workflow Automation | Application Security Analyst @ Koch | AWS Bedrock · Python · IAM

About

I work in the Enterprise AppSecurity HRIT team drowning in IAM/Security workflows that repeat every week without variation — access provisioning, policy reviews, audit prep, access management automations. I have designed an agentic prototype for them, those workflows become something the system handles, humans in-loop where required. The team shifts from doing the work to overseeing it. Most AI engineers don't know what they're securing, I do. Three years of experience in Enterprise AppSecurity and IAM means I can spot where an AI agent will break trust boundaries before anyone else in the room does. That's the lens I bring to every prototype: not just "does this work" but "does this work safely in a system where access decisions have real consequences." Currently: spearheading agentic AI initiatives at Koch — designing orchestrators, confidence gates, and policy engines using LangChain, LangGraph, RAG, and AWS Bedrock. Learning in public, shipping in production. CAREER HIGHLIGHTS: Education & Certifications: • MBA – Golden Gate University, SF – focus on leadership, strategy, and innovation • B.Tech Computer Science – Christ University, Bangalore – AI, systems and coding Work Experience: • Currently working in HRIT Enterprise Application Security & Governance at Koch Business Solutions. • Leading/Guiding the team build scalable, reliable AI solutions and agentic workflows that would reduce manual work by 40% • Experience working across identity management, access provisioning, and security analytics • Trusted to lead — demonstrated learning agility, perseverance, and stakeholder management • Proficient in navigating IAM platforms, cloud technologies, and GenAI tools • designing & deploying agentic orchestrations that will replace manual AppSecurity workflows Projects: - Building solutions for small-businesses to help them track metrics around customer satisfaction & online reviews/presence Strengths & Approach: • Known for my ability to build strong professional relationships and adapt quickly to change • Resilient, action-oriented, and passionate about continuous learning • Thrive at the intersection of business, technology, and people—aspiring to lead initiatives that drive transformation 📩 If you're standing up a small AI delivery team and need someone who can take a vague idea and hand back a working prototype — not a deck — DM/Email me and tell me what you're trying to automate. I'll tell you in 10 minutes whether it's a real use case or a dead end. Let’s connect and explore how we can build secure, smart, and scalable solutions together.

Location

Bengaluru

AI stack

anthropic apis

antigravity

claude code

deepseek

gemini

github copilot

Work experience

Application Security Analyst (SME) at Koch Business Solutions India, Jun 2024 - Present · 2 yrs 3 mos, Support/Lead IAM initiatives and application security projects. Focus on secure access provisioning, process optimization, and cross-functional collaboration.

Associate Application Security Analyst at Koch Business Solutions India, Jul 2023 - Jun 2024 · 1 yr, Working on Enterprise Application Security and Access Governance on Infor ERP, Sailpoint, Tableau and Security Automation aspects.

Application Security - Intern at Koch Business Solutions India, Jan 2023 - Jul 2023 · 7 mos

Frontend UI Engineer - Intern at 3CORTEX, Jun 2022 - Aug 2022 · 3 mos, Hyderabad, Telangana, India

Graphic Design Intern at The BrandLord, Apr 2021 - May 2021 · 2 mos, Jaipur, Rajasthan, India

Education

Master of Business Administration - MBA, Golden Gate University

Bachelor of Technology - BTech, Computer Science, Christ University, Bangalore