Gowtham Senthilnayaki

Gowtham Senthilnayaki Email and Phone Number

Machine Learning Engineer | AI & NLP Enthusiast | Data Pipeline & Recommendation Systems Specialist @ DermaSkan
Gowtham Senthilnayaki's Location
Boston, Massachusetts, United States, United States
About Gowtham Senthilnayaki

Since my first AI project—a face recognition system—I’ve been captivated by how neural networks enable machines to perceive and make decisions. This curiosity evolved into a career dedicated to building machine learning systems at scale, blending innovation with impact.Over the years, I’ve transitioned through roles as an AI Intern, Data Scientist, Lead Machine Learning Engineer, and Research Assistant, refining my skills in Python, PyTorch, and data visualization. My journey includes impactful projects, such as:Boosting OCR accuracy: At Mastech Infotrellis, I developed a Python-based OCR pipeline using Google Cloud and Docker, improving accuracy from the mid-70% range to 88% with post-processing techniques.Optimizing recommendations: Created a data pipeline and recommendation algorithm that reduced processing time by 40% and increased recommendation accuracy to 80%.Transforming ESG insights: At Boston University, I fine-tuned a Large Language Model for ESG data extraction, improving efficiency by 20% for better decision-making.Teaching and mentoring have been integral to my journey. Since January 2020, I’ve taught Python and AI to over 2,500 students at online coaching institutes in India, shaping curriculums and guiding individuals toward mastering cutting-edge advancements.My short-term goal is to deepen my expertise, balancing the roles of researcher and engineer while contributing to high-impact AI projects. Long-term, I aspire to lead a team of AI engineers, building transformative systems, ideally in the medical domain.What excites me most is seeing AI models I develop solve real-world problems, whether it’s a face recognition system handling obscure data or an NLP model delivering actionable insights.Beyond work, I’m an avid chess player (current chess.com Elo: 1800, aiming for 2000) and a self-taught enthusiast inspired by Magnus Carlsen. I enjoy watching channels like Kurzgesagt for their visual explanations of complex topics and Coffeezilla for exposing scams and promoting digital vigilance.From leading a team of engineers at a stealth startup to curating GAN-based sticker generators during my first internship, I bring a blend of technical acumen, problem-solving, and creativity to every project I undertake. I thrive on delivering solutions that combine technological depth with tangible impact.

Gowtham Senthilnayaki's Current Company Details
DermaSkan

Dermaskan

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Machine Learning Engineer | AI & NLP Enthusiast | Data Pipeline & Recommendation Systems Specialist
Gowtham Senthilnayaki Work Experience Details
  • Dermaskan
    Data Scientist
    Dermaskan May 2024 - Present
    United States
    • Developed an MVP and a data pipeline processing gigabytes of data every 3 days using pandas and numpy, reducing data processing time by 40% and improving operational efficiency.• Implemented collaborative filtering and neural network-based recommendation models with Keras, achieving a 25% improvement in product match accuracy and increasing repeat user engagement.
  • Data Inception
    Machine Learning/Backend Engineer
    Data Inception Mar 2024 - May 2024
    United States
    • Built a CNN-based OCR engine with Keras and Flask, enhancing data processing accuracy by over 15% and streamlining API integration.• Designed a transformer-based chatbot using LLAMA architecture, increasing information retrieval efficiency by 25% and improving system responsiveness.
  • Boston University
    Research Assistant
    Boston University Jun 2023 - Jan 2024
    Boston, Massachusetts, United States
    • Fine-tuned a large language model using BERT and AWS SageMaker, achieving a 20% improvement in insights extraction as measured by a ROUGE score of 0.6.• Built graph embeddings with Node2Vec in Python to enhance consumer spending analytics, enabling better-targeted marketing strategies.
  • My Captain
    Python Mentor
    My Captain Jan 2020 - Oct 2023
    - I conduct sessions for interested individuals on BlockChain Technology
  • Stealth Startup
    Lead Ai Engineer
    Stealth Startup Mar 2021 - Aug 2022
    • Pioneered a comprehensive Resume Extractor and Creator system, leveraging advanced parsing techniques to distill and tailor resume content for specific job descriptions.• Designed and implemented a bespoke recommendation engine to dynamically match users with events, competitions, and hackathons, enhancing user engagement and exposure.
  • Mastech Infotrellis
    Offshore Data Science Specialist
    Mastech Infotrellis Jun 2020 - Feb 2021
    Work From Home
    • Deployed a CNN-based OCR pipeline on Google Cloud with Docker, achieving an 88% data extraction accuracy and reducing error rates for B2B client data processing.• Developed a knowledge graph-based decision support system using graph traversal algorithms, improving querying efficiency by 10% and reducing decision-making time.
  • Bobble Ai
    Data Science Intern
    Bobble Ai Jan 2020 - Jul 2020
    Gurugram, Haryana, India
    • Enhanced speech recognition accuracy for Indian languages from 71% to 82% using a wav2letter model and processing over 1 million speech data points weekly.• Innovated a CycleGAN-based artistic sticker generator, increasing user engagement through improved visual appeal.
  • Google
    Explore Ml Facilitator
    Google Jul 2019 - Mar 2020
    Hyderabad, Telangana, India
  • Indian Statistical Instiute, Kolkata
    Research Intern
    Indian Statistical Instiute, Kolkata May 2019 - Jul 2019
    Kolkata Area, India
    - Worked on Multi Class classification
  • Bannari Amman Institute Of Technology
    Summer Research Intern
    Bannari Amman Institute Of Technology Jun 2018 - Jul 2018
    Sathyamangalam
    My first contact with deep learning. Studied and Implemented ANN for housing prices and also implemented CNN for Dog and Cat classifier and for Dog Breeds classifier.

Gowtham Senthilnayaki Education Details

Frequently Asked Questions about Gowtham Senthilnayaki

What company does Gowtham Senthilnayaki work for?

Gowtham Senthilnayaki works for Dermaskan

What is Gowtham Senthilnayaki's role at the current company?

Gowtham Senthilnayaki's current role is Machine Learning Engineer | AI & NLP Enthusiast | Data Pipeline & Recommendation Systems Specialist.

What schools did Gowtham Senthilnayaki attend?

Gowtham Senthilnayaki attended Massachusetts Institute Of Technology, Boston University, Sikkim Manipal Institute Of Technology - Smu, Srt Universal School, Srt Universal School.

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