Madhav Gupta

AI Researcher

Mumbai, Maharashtra, India1 yr 5 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Engineered full-stack systems and AI-driven solutions.
  • Contributed to India's first student-made driverless car.
  • Hands-on experience in AI, software development, and automation.
Stackforce AI infers this person is a versatile candidate in AI and software development, with a focus on innovative solutions.

Contact

Skills

Core Skills

Object DetectionVisual AttributionRetrieval-augmented Generation (rag)Computer VisionArtificial Intelligence (ai)Rest ApisAgentic AiSoftware Development.net FrameworkQuantitative FinanceNatural Language Processing (nlp)Machine LearningDeep LearningPrompt EngineeringData VisualizationEvent ManagementCommunication

Other Skills

API DevelopmentAnalytical SkillsAnalyticsAngularJSAnomaly DetectionArduino IDEAutoGenBusiness AnalysisCollaborative Problem SolvingContrastive LearningConvolutional Neural Networks (CNN)Critical ThinkingData AnalysisData AnalyticsData Mining

About

I am a final year student at the Indian Institute of Technology Bombay, pursuing a dual degree in Electrical Engineering with a minor in Artificial Intelligence and Data Science. With hands-on experience across various domains, I have developed a strong foundation in software development, automation testing, and AI-driven solutions. As a Software Development & Automation Testing Intern at Hilti India, I engineered a full-stack employee record management system, developed bulk export features, and implemented rigorous automation testing scenarios. During my internship at SameSpace, I built an end-to-end conversational analytics pipeline and fine-tuned GPT-2 models for generating concise summaries. At Userology, I engineered prompt evaluation pipelines for AI moderators and benchmarked AI response quality. My work as a Generative AI and NLP Intern involved crafting functions for text and code completion and implementing LLM chains using the langchain framework. In addition to my technical roles, I was a part of the IIT Bombay Racing team, working on the design and fabrication of driverless electric race cars for the Formula Student International Engineering Competition. As part of the contingent of 1st ever indian team representing India in Formula Student AI at Silverstone, I contributed to the development of a business plan presentation and coded static inspection and autonomous demo codes. I am passionate about leveraging my skills in AI, software development, and engineering to drive innovative solutions and contribute to cutting-edge projects.

Experience

1 yr 5 mos
Total Experience
1 yr 5 mos
Average Tenure
--
Current Experience

Nusummit

AI/ML Research Intern

Jun 2025Aug 2025 · 2 mos · Mumbai, Maharashtra, India · Hybrid

FastAPIPostgreSQLRetrieval-Augmented Generation (RAG)RAGASProblem Solving

Sentry ai

Machine Learning Researcher

Jan 2025May 2025 · 4 mos · Remote

Anomaly DetectionPython (Programming Language)Computer VisionArtificial Intelligence (AI)Contrastive LearningCollaborative Problem Solving

Theseus technologies pvt. ltd.

Agentic AI Intern

Oct 2024Nov 2024 · 1 mo · Remote

Agentic AILangGraphAutoGenSystems DesignFigma (Software)Critical Thinking

Hilti group

AI Consultant

Sep 2024Dec 2024 · 3 mos · Remote

  • Integrating the four applications of BU Construction Software into a seamless software suite, leveraging API connections along with SharePoint and Copilot Studio to train the model for intelligent, correlated data responses
REST APIsMicrosoft Copilot StudioGraphQLArtificial Intelligence (AI)Collaborative Problem SolvingAnalytical Skills

Indian institute of technology, bombay

Graduate Research Assistant

Aug 2024Present · 1 yr 10 mos · Mumbai · Hybrid

  • Accepted Paper - Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distributional Shifts(IEEE WACV' 26)
  • Working under Prof. Ganesh Ramakrishnan on subset selection and submodular optimization based visual attribution methods
  • Worked under Prof. Amit Sethi in MeDAL Lab on Network Inversion in Natural Language Processing and Object Detection using Detection Transformers
Object DetectionVisual AttributionLLM InversionVideo Super ResolutionPython (Programming Language)

Hilti technology solutions india

Software Development Intern

May 2024Jul 2024 · 2 mos · Pune, Maharashtra, India · On-site

  • Engineered a full-stack employee record management system from scratch using Angular frontend & .NET APIs integrated with MongoDB backend, featuring robust CRUD operations & filters for enhanced data management
  • Developed bulk Bill of Material export with a click feature using microservices in channel calculator application
  • Engineered automation test scenarios using Behavioral Driven Development in Specflow framework, leveraging Selenium-based step definitions in C#, to ensure rigorous testing standards for the Hilti Construction Platform
  • Ideated and implemented a POC for a workforce distribution management system overseeing multiple job sites
NetworkingObject-Oriented Programming (OOP)Software Development.NET FrameworkSpecFlowPresentation Skills+4

Userology

AI & Product Intern

Jan 2024May 2024 · 4 mos · Remote

  • I engineered pipelines for usability test evaluation and AI moderator prompt assessment. I benchmarked AI response quality and tested different approaches for optimal priming method. This led to improved user experience and efficiency in Splitwise and Lazypay usability testing.
Prompt EngineeringArtificial Intelligence (AI)Natural Language Processing (NLP)Problem SolvingDecision-MakingLarge Language Models (LLM)

Worldquant

Quantitative Research Consultant

Dec 2023Jul 2024 · 7 mos · Remote

  • Designing and testing alpha-generating strategies for dynamic markets using technical analysis, sentiment analysis and price-volume data.
Quantitative FinanceProblem SolvingTrading Strategies

Samespace

AI/ML Intern

Nov 2023Jan 2024 · 2 mos · Mumbai, Maharashtra, India · Hybrid

  • I built an end-to-end conversational analytics pipeline covering data preparation, translation, fine-tuning, and inference. This included creating over 200 conversations with pain points, agent scores, and semantics to fine-tune GPT-2 for conversation generation. I also translated the OpenOrca and Samsum datasets into Tagalog using Opus and fine-tuned a GPT-2 summarizer to generate concise Tagalish summaries.
  • Additionally, I developed a benchmarking pipeline to evaluate whisper's performance, utilizing flash attention2, and compared it to other state-of-the-art ASR models. I further analyzed the advantages of Rust over Python for deep learning tasks and tested whisper for ASR using the Burn library to optimize performance.
GPT-3QloraArtificial Intelligence (AI)Natural Language Processing (NLP)SimpletransformersAnalytics+1

Inter iit tech meet 12.0

Team Member DevRev(NLP)

Nov 2023Dec 2023 · 1 mo

  • Our team developed an LLM pipeline designed to dynamically select and compose tools from a predefined toolset to address user queries. To enhance model performance, we generated additional data using the ReAct prompting technique with GPT-4 and fine-tuned open-source models such as Mistral-7B, Zephyr-beta, and Orca 2, leveraging DeepSpeed and the Accelerate libraries. Additionally, we applied model quantization using bitsandbytes and utilized advanced prompt engineering techniques, including Few-Shot learning and Chain-of-Thought reasoning, to optimize outcomes
Prompt EngineeringGPT-3bitsandbytesComputer VisionGPT-4deepspeed+2

Iit bombay racing

3 roles

System Integration Lead

Promoted

Jul 2023Jan 2024 · 6 mos

  • I am Working as a Design engineer in the Driverless subsystem of the team which is working towards making the 1st student made driverless car in India
Hyperparameter TuningPrompt EngineeringGPT-3LearningMachine LearningComputer Vision+5

Junior Design Engineer (Driverless)

Aug 2022Sep 2023 · 1 yr 1 mo

  • I am Working as a Junior Design engineer in the driverless subsystem of the team which is working towards making the 1st student made driverless car in India
TensorFlowBusiness AnalysisPrompt EngineeringGPT-3KerasMicrosoft Excel+15

Trainee

Apr 2022Aug 2022 · 4 mos

LearningProblem Solving

Zephyr, iit bombay

Web Coordinator

Dec 2022Sep 2023 · 9 mos · Mumbai, Maharashtra, India

Data VisualizationGPT-3

Placement office, iit bombay

Interview coordinator

Dec 2022May 2023 · 5 mos · Mumbai, Maharashtra, India

  • Coordinated with a team of 250+ members to interview 2000+ students during the placement season of 2022-23
  • Assisted in conducting Interviews for 20+ firms, handling student queries, and maintaining interview records
Event ManagementCommunication

Techfest, iit bombay

Organiser

Dec 2021Jul 2022 · 7 mos · Mumbai, Maharashtra, India · Remote

Microsoft ExcelDecision-MakingCommunication

Education

Indian Institute of Technology, Bombay

Minor Degree — AI & Data Science

Dec 2021Apr 2026

Indian Institute of Technology, Bombay

Bachelor of Technology - BTech + Mtech — Electrical Engineering

Jan 2021Jan 2026

St Edmund's School

High School Diploma

Apr 2019Mar 2021

Maheshwari Public School

Middle School Diploma

Apr 2009Mar 2019

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