---
title: "Nikhil Pakki - Manager II, Data Science and Innovation in Bengaluru | Tal"
description: "Meet Nikhil Pakki, Leading AI Innovation | Driving Business Growth & Transforming Healthcare with Agentic AI & Analytics | LLM Optimization based in Bengaluru. AI stack includes claude code, claude, and langchain. Explore public work links including github."
image: "https://tal.club/meet/nikhil-pakki/share-image"
---

# Nikhil Pakki on Tal

## Headline

Leading AI Innovation \| Driving Business Growth & Transforming Healthcare with Agentic AI & Analytics \| LLM Optimization

## About

As a seasoned Data Science Manager with over 11 years of experience, I am at the forefront of integrating Generative AI, Machine Learning, and operational excellence\. Currently, I lead innovation at Solutionec, where I focus on developing AI\-powered products that convert complex data into strategic assets\. Driven by a passion for exploring new technologies and building a strong technical foundation, I pursued a Master’s in Machine Learning & AI from Liverpool John Moores University and a Post Graduate Diploma from IIIT Bangalore\. I excel in problem\-solving, from creating LLM evaluation frameworks to developing core ML models tailored to specific use cases\. Core Expertise: • Gen\-AI & LLMs \- Proficient in LangChain, Vector DBs, Prompt Engineering, and Agentic Orchestration\. • Product Leadership \- Experienced in the end\-to\-end development of AI analytics tools for Healthcare & Life Sciences\. • Technical Stack \- Skilled in Python \(Pandas, TensorFlow, Keras\), SQL, C\#, and OpenCV\. • Strategic Impact \- Demonstrated ability to achieve annual savings of up to $1M and earn CEO\-level recognition for innovation\. I am enthusiastic about “Vibe\-Coding,” MCP, and mentoring high\-performing teams to deliver impactful, error\-free solutions\. Let’s connect to explore the future of Agentic AI\.

## Location

Bengaluru

## AI stack

claude code

claude

langchain

mcp

n8n

Pinecone

## Work experience

Manager II, Data Science and Innovation at Solutionec, Aug 2022 \- Present · 4 y, Bengaluru, Driving a culture of innovation within the Data Science & Innovation team, leveraging Python, R, and SQL to deliver data\-driven solutions that enhanced customer engagement while managing multiple high\-impact projects concurrently • Engineered the in\-house Flash Insight, an analytics application automating insight generation and trend analysis, which achieved a 40% reduction in data analysis time • Enhanced data quality issues by approx 70%\+ by smart data enrichment/ autocorrection and grouping them based on similarity • Devised Gen\-AI powered innovation using market trends, economic indicators, & competitor data for intelligence\. Delivered insights via analytics frameworks, enhancing decision\-making • Pioneered LLM evaluation frameworks and implemented sentiment analysis models for advanced analytics use cases, optimizing model performance and business value • Led global innovation initiatives for the Incentive Compensation application, streamlining processes & significantly enhancing user experience to boost overall performance

Senior Data Scientist at Solutionec, Jan 2022 \- Aug 2022 · 8 mos, Acted as the technical lead for advanced analytics use cases, focusing on model performance, lifecycle management, and enterprise\-grade data quality\. • Pioneered LLM evaluation frameworks and implemented sentiment analysis models, ensuring rigorous quality standards for advanced analytics products • Optimized enterprise ETL tool deployments, reducing processing time by 30% and improving data pipeline reliability • Engineered smart data enrichment and auto\-correction algorithms that improved data quality by 70%, facilitating more accurate downstream ML modelling • Bridged the gap between raw data and business insights by integrating machine learning models into user\-facing decision\-making tools

Tech Lead at Honeywell, Jul 2021 \- Feb 2022 · 8 mos, Bengaluru, Karnataka, India, Led software\-industrial integration and automation initiatives for aerospace and automotive systems, ensuring strict compliance with regulated industry standards \(DO\-178B/C\) • Systems Engineering \-> Designed and implemented a flame detection/classification system achieving up to 95% accuracy, utilizing computer vision \(OpenCV\) and neural networks\. • DevOps & Automation \-> Engineered a robust automation framework for handheld computers using ADB and UI\-Automator, reducing cycle time and costs by 40%\. • Compliance & Reliability \-> Led hardware\-software integration for major aircraft platforms \(Airbus, Gulfstream\), utilizing VectorCAST to ensure 100% adherence to safety\-critical certification standards\. • Operational Efficiency \-> Developed a Linux\-based coverage mechanism and TQL\-5 test automation, delivering over $1M in annual savings through technical innovation and process optimization\.

Senior Embedded Engineer at Honeywell, Sep 2017 \- Jul 2021 · 3 yrs 11 mos, Bengaluru, Karnataka, India, • Created OCR and static object verification for Graphics Test Automation Suite • Developed a Flame detection and Flame classification with an accuracy of 93% and 95% respectively\. • Built a logistic classification and a rule\-based parser \(NLP solution\) for end\-to\-end test generation and reduced the cycle time by 20% • Performed data analysis on sensor data for testing the performance metrics with a threshold of 1% error rate\. • Designed a Unified Test Automation Framework using WPF C\# to enable an end\-to\-end testing environment\. • Developed numerous utilities on Win\-forms and WPF applications which Improved cycle time by 20% year on year\. • Devised an automation framework for Honeywell’s Safety and Productivity Solution \(SPS\) team for testing handheld computers and improved the cycle time and cost by 40%\. Improved the scalability and maintainability of test scripts with evolving Android versions\. • Devised a Linux\-based coverage dumping mechanism for Advanced Surveillance Module and showed savings of $50k\. • Hardware\-software integration testing of flight software \(Cockpit displays\) for Embraer, Airbus, Falcon, Gulfstream, and Pilatus in compliance with DO\-178B and DO\-178C\. • Involved in low\-level and high\-level requirement based testing \(RBT\), Hardware\-software integration testing along with coverage collection and structural gap analysis\. • Worked closely on DO\-178B and DO\-178C compliant end\-to\-end verification and validation of flight software\. • Formulated Graphics automation for object detection and \(Optical char recognition\) OCR using Keras • Involved in RPA and Test Design and Environment Automation steering team\. • Worked on Winforms/WPF Applications using \.NET framework for Strategy and Tools team \(Python, C\#, XAML and C\+\+\)\.

Engineer at Honeywell, Aug 2015 \- Sep 2017 · 2 yrs 2 mos, Bangalore Area, India, • Completed Aero ground school training \(Phase\-1\)\. • Certified Six Sigma Expert\. As part of the certification program I have developed a Test\-report summary utility in C\#\. This showed significant reduction in the cycle time and showed a productivity savings of approx\. $ 1M USD\. • Developed a test design automation framework for logical requirement\. This involved requirement extraction, logic processing and generating test script from test vectors\.

Summer Intern at Defence Research and Development Organisation, May 2014 \- Jul 2014 · 3 mos, Hyderabad, Andhra Pradesh, India

Winter Intern at Nuclear Fuel Complex, Department of Atomic Energy, India, Dec 2012 \- Jan 2013 · 2 mos, Hyderabad, Andhra Pradesh, India, • Worked on control systems, Human\-Machine Interface \(HMI\) and PLCs • Worked on Uranium pallet quality classification using sensors and image processing

## Education

Master of Science \- MS, Artificial Intelligence and Machine Learning, Liverpool John Moores University

Post Graduate Diploma, Machine Learning and Artificial Intelligence, International Institute of Information Technology Bangalore

## Public links

- github: https://github\.com/nikhilpakki

[View the original profile](https://tal.club/meet/nikhil-pakki)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/nikhil-pakki#person",
      "name": "Nikhil Pakki",
      "url": "https://tal.club/meet/nikhil-pakki",
      "image": "https://tal.club/meet/nikhil-pakki/profile-photo.jpg",
      "description": "Meet Nikhil Pakki, Leading AI Innovation | Driving Business Growth & Transforming Healthcare with Agentic AI & Analytics | LLM Optimization based in Bengaluru. AI stack includes claude code, claude, and langchain. Explore public work links including github.",
      "jobTitle": "Manager II, Data Science and Innovation",
      "worksFor": {
        "@type": "Organization",
        "name": "Solutionec"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Manager II, Data Science and Innovation"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Bengaluru"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Liverpool John Moores University"
        },
        {
          "@type": "EducationalOrganization",
          "name": "International Institute of Information Technology Bangalore"
        }
      ],
      "knowsAbout": [
        "claude code",
        "claude",
        "langchain",
        "mcp",
        "n8n",
        "Pinecone"
      ],
      "sameAs": [
        "https://github.com/nikhilpakki"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/nikhil-pakki#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/nikhil-pakki#webpage",
      "url": "https://tal.club/meet/nikhil-pakki",
      "name": "Nikhil Pakki on Tal",
      "description": "Meet Nikhil Pakki, Leading AI Innovation | Driving Business Growth & Transforming Healthcare with Agentic AI & Analytics | LLM Optimization based in Bengaluru. AI stack includes claude code, claude, and langchain. Explore public work links including github.",
      "dateModified": "2026-09-02T09:17:32.326Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/nikhil-pakki#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/nikhil-pakki/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/nikhil-pakki/profile-photo.jpg",
        "caption": "Nikhil Pakki profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```