Rishabh Dahale

AI Researcher

Bengaluru, Karnataka, India6 yrs 7 mos experience

Key Highlights

Expert in Machine Learning and Data Science.
Proven track record in commercializing innovative tools.
Strong leadership and teamwork skills demonstrated in projects.

Stackforce AI infers this person is a Machine Learning Engineer with a focus on Consumer Electronics and Data Science.

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Skills

Core Skills

Machine Learning

Other Skills

Android DevelopmentAndroid StudioAutoCADCC++Computer VisionData AnalysisDeep LearningHTMLLaTeXLeadershipManagementMatlabNatural Language Processing (NLP)Python

About

Electrical Engineering 2022 Dual Degree (BTech + Mtech) graduate at IIT Bombay. Enthusiastic about learning new things and solving real world problems, building things from 0 to 1.

Experience

Smallest.ai

Lead Data Scientist

Oct 2024 – Present · 1 yr 5 mos · Bengaluru, Karnataka, India

Qualcomm

Software Engineer

Jul 2022 – Oct 2024 · 2 yrs 3 mos

Perceptual Bass Extension
Developing ML solution for perceptual bass extension for microspeakers
Trained a low-latency, low-power, real time model of 500Kb, for fundamental frequency estimation, to run in background on edge device
Auto Code Generation
Accelerated the research-to-production process, delivering faster product deployment and reducing timeframes from weeks to days.
Utilized Matlab's code generation tool to efficiently generate C code from Matlab, optimizing performance and facilitating integration
Micro speaker Tuning Tool Commercialization
Received Orion's award within 8 months of joining for outstanding contribution to team's success
Empowered researchers to develop tools with 3x greater efficiency, utilizing Matlab's App Designer and saving valuable man-hours while improving productivity and time-to-market
Collaborated with cross-functional teams to successfully commercialize the micro-speaker tuning tool, contributing to its market success and adoption
Leading the refactoring of the codebase, enhancing the tool's efficiency, reliability, and maintainability

Machine LearningCMatlab

Indian institute of technology, bombay

2 roles

Teaching Assistant

Promoted

Aug 2021 – Jul 2022 · 11 mos

Teaching assistant for Graduate level lab course on Digital Signal Processing Lab (January 2022 - May 2022)
Teaching assistant for Graduate level course on Speech Processing (August 2021 - December 2021)

Department Academic Mentor

Jun 2020 – Jun 2021 · 1 yr

Smc global securities ltd.

Quantitative Researcher

May 2021 – Jul 2021 · 2 mos

Worked as Quantitative Researcher Intern at Quantitative Trading Desk, SMC Global Securities

Qualcomm

Summer Intern

May 2020 – Aug 2020 · 3 mos

● Developed and integrated tools for NP hard problem of Regression Test suite optimization
● Optimized the testing time for various level of testing (smoke test, sanity test, daily/weekly regression)