Punit Bharadwaj
AI/ML Engineer | Specializing in GenAI, ML, CV & DL | Python Developer | Test Lead
Bengaluru
5+ years of work experience
Apr 20251 yr 6 mosPresent
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.
Apr 20241 yrMar 2025
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.
Apr 20231 yrMar 2024
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.
Nov 20208 mosJun 2021
Bengaluru, Karnataka, India
Training Institute,
Got Trained on
- Java {OOPS, Collections, Advance Java},
- Manual Testing,
- Automation Testing {Selenium, POM}
- API Testing
Sep 20201 yr 1 moSep 2021
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.
May 20201 yr 1 moMay 2021
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.
Oct 20191 yr 2 mosNov 2020
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.
Punit’s AI Stack
Education
Bachelor of Engineering - BE, Mechanical Engineering
Amc Engineering College
20144 yrs2018
Pre-university college, Computers
JAIN College
20122 yrs2014
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