Mano Ranjith Kumar M

Data Scientist

Bengaluru, Karnataka, India6 yrs 7 mos experience

AI ML PractitionerAI Enabled

Key Highlights

Expert in speech signal processing and synthesis
Developed ML models for hyper-personalization
Strong academic background from IIT Madras

Stackforce AI infers this person is a Machine Learning Specialist in the B2C sector focusing on Speech Technologies.

Contact

Skills

Core Skills

Data ScienceMachine LearningDeep LearningText-to-speechSpeech Processing

Other Skills

MLTransformersForecastingOperations ResearchGenerative AI ToolsKerasPythonApplied Machine LearningPyTorchTensorFlowLinuxMatlabText-to-Speech SynthesisNatural Language Processing (NLP)C++

About

Hey there, I'm Mano, a post-graduate research scholar in the Department of Computer Science and Engineering at IIT Madras, affiliated with the Speech and Music Technology Lab. My work centers on speech signal processing, with extensive experience in developing and optimizing transformer-based models for advanced speech synthesis, recognition, and related tasks.

Experience

6 yrs 7 mos

Total Experience

2 yrs

Average Tenure

7 mos

Current Experience

Swiggy

Data Scientist II

Oct 2025 – Present · 7 mos · Bengaluru, Karnataka, India · Hybrid

Data ScienceMLTransformersForecastingOperations ResearchMachine Learning

Games24x7

Data Scientist

Jul 2023 – Oct 2025 · 2 yrs 3 mos · Bengaluru, Karnataka, India · Hybrid

At Games24x7, we developed a machine learning model to deliver hyper-personalized offers to users, significantly reducing reactivation costs and boosting organizational profitability. This was achieved by leveraging domain-specific insights.
We also built a powerful ML model to predict user deposit behavior, enabling hyper-personalized journey tailored to individual users in their deposit journey.

Deep LearningGenerative AI ToolsMachine Learning

Amazon

Applied Scientist

Jan 2023 – Jun 2023 · 5 mos · Bengaluru, Karnataka, India · Remote

During my internship, I had the opportunity to collaborate on the development of conversational Text-to-Speech (TTS) systems, and we achieved positive results on the Intern project.

Deep LearningKerasGenerative AI ToolsText-to-SpeechPythonApplied Machine Learning+4

Indian institute of technology, madras

2 roles

Masters Student

Mar 2020 – Dec 2022 · 2 yrs 9 mos

Pursuing as an MS Research scholar in IIT Madras. The broad area of Research will be the Improvements in existing Speech Technologies with the help of modern Machine Learning algorithms towards Indian Languages. Working as a part of a team of IndicTTS group and SMT Lab, IIT Madras.

Deep LearningKerasLinuxGenerative AI ToolsMatlabPython+5