Kumar Ramendra

Lead ML Engineer

Bengaluru, Karnataka, India8 yrs 3 mos experience

Highly StableAI Enabled

Key Highlights

Expert in Machine Learning and Generative AI.
Led development of innovative IoT healthcare solutions.
Experienced data science trainer with corporate training expertise.

Stackforce AI infers this person is a Healthcare-focused Machine Learning Engineer with expertise in IoT and data science.

Contact

Skills

Core Skills

Machine LearningGenerative AiProject ManagementNatural Language Processing (nlp)Big DataDigital Signal Processing

Other Skills

Amazon Web Services (AWS)AnalyticsApache SparkArtificial Neural NetworksBrandingBusiness AnalyticsBusiness DevelopmentData AnalysisData AnalyticsData ScienceData Structures and AlgorithmsData VisualizationDeep LearningGrowth MarketingInternet of Things (IoT)

Experience

8 yrs 3 mos

Total Experience

2 yrs 3 mos

Average Tenure

9 mos

Current Experience

Google

ML Engineer

Sep 2025 – Present · 9 mos · Hyderabad, Telangana, India · On-site

Wakefit

Tech Lead - Machine Learning

Dec 2023 – Sep 2025 · 1 yr 9 mos · Bengaluru, Karnataka, India · On-site

Founding engineer and tech lead for Wakefit Zense.

Python (Programming Language)Amazon Web Services (AWS)Internet of Things (IoT)Generative AIMachine LearningProject Management

Freelance

Data Science Trainer

Aug 2022 – Present · 3 yrs 10 mos · Bengaluru, Karnataka, India

Classroom/online classes on python programming, DSA, statistics and ML
Creating self paced learning content on ML, NLP and Generative AI
Corporate training on adopting generative AI

Generative AIMachine LearningNatural Language Processing (NLP)StatisticsData Structures and Algorithms

Twilio

Machine Learning Engineer

Jun 2022 – Dec 2023 · 1 yr 6 mos · Bengaluru, Karnataka, India

Worked on fraud detection and sms pumping threat scores for Verify Fraudguard

Natural Language Processing (NLP)Amazon Web Services (AWS)Apache SparkPython (Programming Language)Big Data

Dozee

Data Scientist - R&D

Dec 2020 – Jun 2022 · 1 yr 6 mos · Bengaluru, Karnataka, India

R&D on signal processing algorithms and development of several product features including extraction of vital signs and sleep quality metrics using BCG data captured via Dozee device to enable contactless and continuous remote patient monitoring.
Dozee is a AI powered IOT based remote patient monitoring device which is placed under the mattress and collects data from body vibrations/movements and uses AI/ML algorithms to monitor vitals, sleep quality , stress, BP and cardiac health.
Read my paper published in Pubmed:

Digital Signal ProcessingDeep LearningMachine Learning

Saint-gobain india private limited - glass business

2 roles

Marketing Executive - HVAP & Rurban Segment

Jan 2018 – Apr 2020 · 2 yrs 3 mos

Responsible for driving project sales and marketing initiatives for high performance structural glass solutions in 15+ tier 2 cities across commercial and residential segments.