Venkatesh Madanwale

Software Engineer

Bengaluru, Karnataka, India1 yr 2 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Developed a state-of-the-art virtual try-on model.
  • Achieved significant cost reduction and revenue increase through analytics.
  • Curated impactful educational content for engineering students.
Stackforce AI infers this person is a Full-Stack Developer and Machine Learning Engineer with expertise in Healthcare and Education sectors.

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Skills

Core Skills

Full-stack DevelopmentMachine Learning EngineeringBusiness & Data AnalyticsContent Writing & Management

Other Skills

Agile MethodologiesAgile MethodologyAgile PLMAmazon S3Analytical SkillsAnalyticsBlogsBootstrap (Framework)Business AnalysisBusiness InsightsBusiness Intelligence (BI)Business ProcessBusiness RequirementsBusiness ReviewsCUDA

About

Versatile tech enthusiast with hands-on experience across Content Strategy, Business Analytics, Machine Learning, and Full-Stack Development. I bring a unique blend of creativity and technical expertise—ranging from crafting impactful educational content and managing large-scale content operations to building intelligent ML models and developing scalable, full-stack web applications. What I bring to the table: Full-Stack Development: Proficient in ReactJS, VueJS, ExpressJS, NestJS, MongoDB, and SQL—engineered secure and responsive applications with role-based access, JWT auth, and clean UI/UX. Machine Learning Engineering: Built cutting-edge solutions like StableVITON for virtual try-on using semantic correspondence in diffusion models—pushing the boundaries of generative AI. Business & Data Analytics: Implemented data-driven strategies that reduced costs, increased revenue, and optimized customer engagement across marketing, logistics, and finance domains. Agile Practices: Familiar with Scrum, version control (Git), and modern dev workflows for collaborative and efficient project execution. Content Writing & Management: Curated and authored high-quality technical content, blogs, and eBooks for platforms targeting engineering students and tech audiences. Always eager to learn, innovate, and contribute to impactful, user-focused tech solutions. Let's connect and build something meaningful!

Experience

1 yr 2 mos
Total Experience
1 yr 2 mos
Average Tenure
1 yr 2 mos
Current Experience

Mirafra technologies

Software Engineer I

Apr 2025Present · 1 yr 2 mos · Bengaluru, Karnataka, India · On-site

Vector india pvt. ltd.

Software Engineer Trainee

Jul 2024Mar 2025 · 8 mos · Hyderabad, Telangana, India · On-site

  • Project: Life-line Healthcare Management System
  • Developed a full-stack healthcare web app to streamline workflows for patients, doctors, and insurers.
  • Frontend (ReactJS): Built responsive dashboards, appointment booking, billing & secure payments with reusable UI components.
  • Backend (ExpressJS): Designed RESTful APIs with JWT authentication, role-based access, and insurer data retrieval.
  • Database & Security (MongoDB, JWT, Encryption): Modeled schemas, applied encryption, and enforced strict access controls to safeguard medical records.
MERN StackPython (Programming Language)JavaScriptJavaMongoDBSQL+10

Tryitfirst.in

Machine Learning Engineer

Jun 2023Jul 2024 · 1 yr 1 mo · Hyderabad, Telangana, India · Remote

  • Project:
  • Led the research and implementation of a "Learning Semantic Correspondence Virtual Try-On" system for realistic clothing visualization on arbitrary person images.
  • Developed StableVITON, a virtual try-on model that preserves clothing details and generates high-fidelity outputs by leveraging semantic correspondence in the latent space of a pre-trained diffusion model.
  • Integrated zero cross-attention blocks and introduced a novel attention total variation loss, enabling sharper attention maps and more precise detail representation.
  • Conducted extensive evaluations, achieving state-of-the-art performance in both qualitative and quantitative benchmarks.
  • The system demonstrated strong potential for e-commerce and personalized fashion applications.
Python (Programming Language)Machine LearningPyTorchTensorFlowCUDAJira+11

Testbook

Business Analyst

Jun 2023Feb 2024 · 8 mos · Mumbai, Maharashtra, India · Hybrid

  • Spearheaded the implementation of advanced analytics tools to support data-driven decision-making across departments.
  • Achieved a 20% reduction in production costs and a 15% increase in overall revenue through cross-functional insights.
  • Analyzed 12 months of sales data to identify high-value customer segments, leading to a targeted marketing campaign projected to increase sales by 25%.
  • Conducted in-depth analysis across multiple verticals, including:
  • Supply Chain & Logistics Analytics
  • Marketing & Retail Analytics
  • Web & Social Media Analytics
  • Finance & Risk Analytics
  • Practiced Agile and SCRUM methodologies for efficient project execution and collaboration.
  • Project:
  • Sales Data Segmentation & Campaign Optimization Initiative
IT Business AnalysisPerformance AnalysisData VisualizationPython (Programming Language)SQLTableau+10

Languify

Content Manager

Jul 2022Feb 2023 · 7 mos · Mumbai, Maharashtra, India · Remote

  • Project:
  • In-Prep
  • Curated specialized educational content for engineering students aiming for advanced studies abroad.
  • Spearheaded the development of an ML-powered Interview Bot, contributing to both its content and data design.
  • Designed and managed over 10 sets of test questions to simulate mock interview scenarios, boosting student preparedness.
  • Monitored data quality and performance, feeding and refining datasets to optimize the Bot's accuracy and responsiveness.
  • Conducted periodic performance evaluations to improve the bot’s learning outcomes and user experience.
ManagementProduct Lifecycle ManagementAnalytical SkillsData QualitySearch Engine Optimization (SEO)Content Management+3

Myways

Technical Content Writer

Oct 2021Jun 2022 · 8 mos · Delhi, India · Remote

  • Project:
  • Digital Library
  • Created and managed technical content for the company’s application, aligning with product features and the target audience.
  • Curated high-quality, engaging educational material tailored for engineering graduates, ensuring relevance and clarity.
  • Authored blogs, eBooks, and in-app content to drive user engagement and brand visibility.
  • Conducted performance analysis and implemented SEO best practices to improve content reach and discoverability.
Content WriterBlogsEbooksWritten CommunicationCommunicationContent Writing & Management

Education

Walchand Institute of Technology, Solapur

Bachelor of Technology - BTech

Jan 2021Jan 2024

WALCHAND COLLEGE OF ARTS AND SCIENCE ASHOK CHOWK SOLAPUR DIST-SOLAPUR

12th — Computer Science

Aug 2018Mar 2020

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