---
title: "Punit Bharadwaj - Data Analyst in Bengaluru | Tal"
description: "Meet Punit Bharadwaj, AI/ML Engineer | Specializing in GenAI, ML, CV & DL | Python Developer | Test Lead based in Bengaluru. AI stack includes claude code, hugging face, and langchain. Explore public work links including github and punit461.github.io."
image: "https://tal.club/meet/punit-babu-bharadwaj/share-image"
---

# Punit Bharadwaj on Tal

## Headline

AI/ML Engineer \| Specializing in GenAI, ML, CV & DL \| Python Developer \| Test Lead

## About

Passionate about applying AI to real\-world challenges in smart retail and enterprise automation\. AI/ML Engineer and Python Developer with 4\+ years of experience building intelligent systems across GenAI, computer vision, and testing domains spearheading comprehensive testing strategies for high\-impact projects like Aria Systems \- Rearchitecture Monolithic to Microservices & CCP Project, Edusmart Edtech, Assisto & Hire Assisto HRM\. Expert in automation, performance, accessibility, and security testing, ensuring seamless product releases\. Passionate innovator in AI, ML, and computer vision\. Notable projects include: • Retrieval\-Augmented Generation \(RAG\) applications • AI\-powered auto email drafting system • Computer vision\-based customer counter for retail analytics • Automated seed grading system using CNN • Predictive modeling for customer retention • Built a GenAI\-based RAG chatbot for enterprise search, improving customer support efficiency by 40% Previously, I led SOAP API testing for a sophisticated billing platform at ARIA Systems, developing automation scripts and optimizing testing processes\. Proficient in Python GUI & API automation Framework and JavaScript Webdriver\-IO Framework Creation from scratch\. Committed to driving quality and innovation in software development through cutting\-edge testing methodologies and AI applications\.

## Location

Bengaluru

## AI stack

claude code

hugging face

langchain

langgraph

ollama

openai

## Work experience

Data Analyst at NSP, Apr 2025 \- Present · 1 yr 6 mos, Bengaluru, Karnataka, India, \- Transitioned into Full Time Data Analyst role with a strong focus on AI, Generative AI, Machine Learning, and Computer Vision\. \- Working on cutting\-edge projects involving RAG \(Retrieval\-Augmented Generation\), Agentic AI Systems, and implementation of MCP \(Model Context Protocol\)\. \- Built Computer Vision POCs including dent and scratch detection using YOLO, and a facial recognition\-based attendance system using FastAPI and DeepFace\. \- Currently developing a Text\-to\-SQL Agentic System to enable natural language querying over databases\. \- Skilled in Python, FastAPI, deep learning models, and integrating AI capabilities into real\-world applications\. \- Passionate about bridging the gap between data, automation, and intelligent systems for smarter decision\-making\.

Test Lead at NSP, Apr 2024 \- Mar 2025 · 1 yr, Bengaluru, Karnataka, India, As Test Lead had worked in Testing for few months then transitioned to Development & Generative AI side, \- Testing \- Performed Manual, Automation, API, Performance, Security, Accessibility and other testing activities \- Built a visual regression testing tool for UI consistency by comparing web snapshots across releases\. \- Generative AI & Multi\-Agent Systems \- Designed and deployed Retrieval\-Augmented Generation \(RAG\) chatbots tailored to diverse business needs\. \- Built multi\-agent systems, including an AI\-powered email assistant trained on internal company knowledge\. \- Developed AI\-driven helper tools for school ERP platforms to automate\. \- Created intelligent sales chatbots with NLP capabilities integrated with email and calendar systems\. \- Computer Vision Solutions \- Trained YOLO models for real\-time battery detection and classification in manufacturing environments\. \- Trained RT\-DETR models for some of use cases\. \- Engineered retail analytics solutions to monitor customer entry/exit, store heatmaps, and dwell time\. Passionate about solving complex challenges with AI to drive measurable business outcomes and operational efficiency\.

Senior Software Test Engineer at NSP, Apr 2023 \- Mar 2024 · 1 yr, Bengaluru, Karnataka, India, \- Senior Software Test Engineer with expertise in building robust Automation Testing Frameworks tailored to diverse project needs\. \- Designed and implemented frameworks using Python, Java, Selenium, Requests, Allure, and Page Object Model \(POM\) with reusable components\. \- Frameworks were adopted across multiple projects, integrated with CI/CD pipelines, and automated report sharing with stakeholders\. \- Conducted hands\-on training sessions for colleagues on Selenium 4, Python, and modern QA practices to uplift team capability\. \- Implemented Performance Testing using JMeter, along with Security and Accessibility testing initiatives\. \- Experienced in Manual Testing, API Testing, and Automation Testing across Agile environments\. \- Fostered a culture of knowledge sharing, continuous learning, and process\-driven quality assurance\.

Internship Trainee at Pankaj Sir Academy, Nov 2020 \- Jun 2021 · 8 mos, Bengaluru, Karnataka, India, Training Institute, Got Trained on \- Java \{OOPS, Collections, Advance Java\}, \- Manual Testing, \- Automation Testing \{Selenium, POM\} \- API Testing

Entrepreneur at Flying Indian 20, Sep 2020 \- Sep 2021 · 1 yr 1 mo, Bengaluru, Karnataka, India, \- Founded and operated a custom T\-shirt printing business, successfully serving 20\+ clients and fulfilling 87\+ orders\. \- Navigated a highly competitive and unorganized market, standing out despite challenges posed by major online players\. \- Built strong customer relationships through quality service, customization, and timely delivery\. \- Faced scalability challenges due to increased demand for woven logo customization, which required advanced machinery\. \- Ultimately paused operations due to lack of funding for equipment expansion, as outsourcing failed to meet quality and consistency standards\. \- Gained valuable hands\-on experience in operations, customer handling, supply chain, and market analysis\.

Entrepreneur at HomeBox, May 2020 \- May 2021 · 1 yr 1 mo, Bengaluru, Karnataka, India, \- Founded and operated a logistics startup addressing a key problem during the COVID\-19 lockdown—helping PG/room tenants retrieve or store their belongings after vacating\. \- Offered two main services: doorstep delivery of luggage and safe storage of belongings until return, saving customers from unnecessary rent payments\. \- Built and managed the entire tech platform including a static website, backend database, and operations system for managing orders, invoices, and payments\. \- Successfully handled 1,000\+ orders, generating ₹10\.8 Lakhs in revenue during the peak lockdown period\. \- Oversaw end\-to\-end operations including logistics coordination, customer support, billing, and vendor management\. \- Delivered a timely, value\-driven solution in a high\-demand, high\-stress market, earning strong customer trust and operational experience\.

Collections Associate at ZestMoney, Oct 2019 \- Nov 2020 · 1 yr 2 mos, Bengaluru, Karnataka, India, \- Started as a Collection Representative, managing operations for customers in default/early delinquency \(Bucket 0\)\. \- Identified inefficiencies and initiated automation solutions to streamline repetitive tasks in the collection process\. \- Developed web automation tools using Python \+ Selenium to bulk send payment links and text messages via Salesforce CRM\. \- Built a user\-friendly GUI using Tkinter to simplify automation usage for non\-technical team members\. \- Created automation scripts for bulk messaging via WhatsApp and Google Messenger APIs, significantly improving outreach\. \- The automation led to a 68% increase in team productivity, and influenced the company’s strategic decision to adopt automation at scale—reducing manual workforce reliance\.

## Education

Bachelor of Engineering \- BE, Mechanical Engineering, Amc Engineering College

Pre\-university college, Computers, JAIN College

## Public links

- github: https://github\.com/punit461
- punit461\.github\.io: https://punit461\.github\.io/

[View the original profile](https://tal.club/meet/punit-babu-bharadwaj)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/punit-babu-bharadwaj#person",
      "name": "Punit Bharadwaj",
      "url": "https://tal.club/meet/punit-babu-bharadwaj",
      "image": "https://tal.club/meet/punit-babu-bharadwaj/profile-photo.jpg",
      "description": "Meet Punit Bharadwaj, AI/ML Engineer | Specializing in GenAI, ML, CV & DL | Python Developer | Test Lead based in Bengaluru. AI stack includes claude code, hugging face, and langchain. Explore public work links including github and punit461.github.io.",
      "jobTitle": "Data Analyst",
      "worksFor": {
        "@type": "Organization",
        "name": "NSP"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Data Analyst"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Bengaluru"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Amc Engineering College"
        },
        {
          "@type": "EducationalOrganization",
          "name": "JAIN College"
        }
      ],
      "knowsAbout": [
        "claude code",
        "hugging face",
        "langchain",
        "langgraph",
        "ollama",
        "openai"
      ],
      "sameAs": [
        "https://github.com/punit461",
        "https://punit461.github.io/"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/punit-babu-bharadwaj#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/punit-babu-bharadwaj#webpage",
      "url": "https://tal.club/meet/punit-babu-bharadwaj",
      "name": "Punit Bharadwaj on Tal",
      "description": "Meet Punit Bharadwaj, AI/ML Engineer | Specializing in GenAI, ML, CV & DL | Python Developer | Test Lead based in Bengaluru. AI stack includes claude code, hugging face, and langchain. Explore public work links including github and punit461.github.io.",
      "dateModified": "2026-09-14T16:45:27.180Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/punit-babu-bharadwaj#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/punit-babu-bharadwaj/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/punit-babu-bharadwaj/profile-photo.jpg",
        "caption": "Punit Bharadwaj profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```