Gouresh Madye

CEO

Mumbai, Maharashtra, India1 yr 8 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Engineered ETL pipeline improving parsing accuracy from 75% to 92%
Achieved 93.87% accuracy in deep learning architectures
Reduced record retrieval time by 80% in quality management system

Stackforce AI infers this person is a Full-Stack Developer with strong Machine Learning expertise in SaaS environments.

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Skills

Core Skills

Team ManagementPython (programming Language)Machine LearningFull-stack Development

Other Skills

Software InfrastructureEngineeringCross-functional Team LeadershipStrategic CommunicationsregexResearchFront-End DevelopmentAnthropic ClaudeAmazon Web Services (AWS)Amazon BedrockArtificial Intelligence (AI)Internet SoftwareMean StackGoogle GeminiContinuous Integration (CI)

About

Software Development Engineer pursuing B.E. Computer Engineering at VESIT Mumbai (CGPA: 8.7/10, graduating June 2026) with hands-on internship experience building production-grade systems across full-stack development, NLP pipelines, and computer vision. At Larsen & Toubro, I engineered an ETL pipeline in Python that processed 500+ documents and improved parsing accuracy from 75% to 92%. At my ML Research internship, I built and benchmarked three deep learning architectures — achieving 93.87% accuracy and cutting inference latency by 40% via INT8 quantization. At Essel Fabricators, I shipped a full-stack quality management system using TypeScript, Next.js 14, and PostgreSQL that reduced record retrieval time by 80% for 15+ concurrent users. Beyond internships, I've shipped two mobile apps (React Native, Firebase, Gemini AI) and won the Ethos Hackathon at IIT Guwahati, selected from 200+ teams. I was also a Top 50 Finalist at IIIT Sricity's International Healthcare Hackathon (top 5% of 1,000+ global participants). Core skills: Python · TypeScript · JavaScript · Node.js · React · Next.js · React Native · PostgreSQL · TensorFlow · PyTorch · REST APIs · System Design · DSA Open to SDE-1, Backend Engineer, and Full Stack Engineer roles — full-time (June 2026) and internship opportunities.

Experience

1 yr 8 mos

Total Experience

1 yr 8 mos

Average Tenure

Current Experience

Ndtv profit

Automation Intern

Apr 2026 – May 2026 · 1 mo · Mumbai, Maharashtra, India · Hybrid

Developed and delivered 4 production-ready software products, enhancing operational efficiency across the organization.
Utilized Agile SDLC methodologies to execute the end-to-end development lifecycle, ensuring timely delivery through iterative feedback loops.
Implemented System Design principles to create scalable and modular solutions, preparing for future growth and increased user demand.

Software InfrastructureEngineering

Larsen & toubro

Software Engineer Intern

Jun 2025 – Jul 2025 · 1 mo · Mumbai, Maharashtra, India · Hybrid

1. Designed and shipped a production-ready ETL pipeline in Python to automate PDF data extraction; handled 500+ documents and resolved complex edge cases using advanced regex — improving parsing accuracy from 75% to 92%.
2. Built an NLP-based keyword detection module using spaCy and NLTK following OOP and SOLID principles; wrote unit tests (PyTest) validating extraction logic, cutting manual verification by 60% and increasing throughput 3×.
3. Collaborated with cross-functional stakeholders to define data schemas, debug pipeline failures under production constraints, and document system behavior for long-term maintainability.

Python (Programming Language)regex

Iste vesit

2 roles

Chief Executive Officer

Promoted

May 2025 – May 2026 · 1 yr

1. Led and managed a 50-member cross-functional technical team in an Agile environment, overseeing 6 workshops, 1 flagship tech fest, and multiple hackathons with 350+ participants.
2. Drove student engagement up 60% through strategic industry partnerships; managed stakeholder communication with sponsors and faculty demonstrating end-to-end ownership and accountability.

Team ManagementCross-functional Team Leadership

Executive Secretary

Aug 2024 – Apr 2025 · 8 mos

Managed multiple tasks efficiently, ensuring the smooth execution of workshops. Coordinated a cross-functional team in organizing workshops, resulting in the successful execution of major events that attracted participants and enhanced community engagement. Honed professional speaking skills through effective communication.

Strategic CommunicationsCross-functional Team Leadership

Vivekanand education society's institute of technology

Machine Learning Research Intern

May 2025 – Jul 2025 · 2 mos · Mumbai, Maharashtra, India · Hybrid

1. Curated a computer vision dataset of 5,000+ annotated samples using OpenCV and data augmentation techniques, expanding training coverage by 91% and building a reproducible data pipeline.
2. Implemented and benchmarked 3 deep learning architectures (CNN+LSTM, I3D, YOLOv8+ResNet-50) in TensorFlow and PyTorch; systematically debugged training to achieve 93.87% accuracy and 0.9376 F1-score, outperforming baseline by 12%.
3. Optimized model for edge deployment via INT8 quantization and structured pruning; profiled latency bottlenecks to reduce inference time by 40% (150ms → 90ms) while maintaining 93%+ accuracy.

ResearchMachine Learning

Essel fabricators pvt. ltd

Software Engineer Intern

Nov 2024 – Dec 2024 · 1 mo · Thane, Maharashtra, India · On-site

1. Built and deployed a full-stack quality management system (TypeScript, Next.js 14, React 18, PostgreSQL) serving 15+ concurrent users; digitized 500+ inspection records and reduced retrieval time by 80%.
2. Engineered OCR-based document automation using Google Cloud Vision API following SOLID principles; processed 40+ documents/month at 95% accuracy, saving 10+ hours of manual entry weekly.
3. Optimized SQL queries with indexing to achieve sub-100ms response times (25% improvement); implemented RBAC with JWT, WebSocket real-time sync, and full Git-tracked code review lifecycle.

Software InfrastructureFront-End DevelopmentFull-Stack Development