01 / VISION
Jio Platforms / AI & machine learning
Finding the visual connection.
Reverse image search using image embeddings and similarity-based retrieval to find visually related images.
Computer visionImage embeddingsSimilarity search
MACHINE LEARNING · QUALITY ENGINEERING
Curiosity into code.
Ideas into working things.
I’m Sarvesh Pathak. I work on computer vision and speech AI, with a foundation in test automation and a habit of building products.
COMPUTER VISIONSPEECH AISELF-HEALING AUTOMATIONINDEPENDENT PRODUCTS
01 / Selected work
Different problems.
One builder’s mindset.
From learning patterns in images and audio to building reliable tests and useful web experiences.
Showing all 5 projects
02 / SPEECH
Jio Platforms / AI & machine learning
Understanding emotion in speech.
Developing speech emotion recognition with CNNs and mel-spectrograms, spanning audio preprocessing, feature extraction and model training.
PythonPyTorchCNNsAudio processing
03 / AUTOMATION
Jio Platforms / Quality engineering
Tests that adapt to change.
Python-based self-healing locator frameworks for Robot Framework and Selenium. Uses DOM context and similarity matching to recover broken XPath locators, with healing logs to support debugging.
SeleniumRobot FrameworkPythonSelf-healing
04 / COMMERCE
ELVORPARFUMS
Independent / E-commerce
A fragrance brand, brought online.
ELVOR PARFUMS is my e-commerce web project: responsive product browsing, shopping-cart and checkout flows, authentication and customer account experiences.
Next.jsReactTypeScript
05 / ANALYTICS
GrowthIntel ↗
MARKET ANALYTICSAI ASSISTANT
Independent / Full-stack & AI
Making market data explorable.
A market analytics dashboard for Indian equities, with live updates, charting, paper-trading features and AlphaBot, a local-LLM market assistant. Includes Playwright API, UI and end-to-end tests.
ReactNode.jsOllamaPlaywright
02 / Experience
Building on
every chapter.
A progression from analytics to automation, and now applied machine learning.
MAY 2026 — PRESENT
Assistant Manager — Machine Learning Engineer
Jio Platforms LimitedComputer vision and speech AI, working on reverse image search and speech emotion recognition.
OCT 2023 — APR 2026
Assistant Manager — QA Automation
Jio Platforms LimitedWeb and mobile automation, API and load testing, and self-healing locator frameworks. Selenium, Robot Framework, Playwright, Appium, Postman and JMeter.
JAN 2023 — JUN 2023
Salesforce TCRM Intern
Saleon ConsultingHands-on experience with Tableau CRM / Salesforce Einstein Analytics and data analysis.
03 / About me
An engineer who
keeps connecting the dots.
I enjoy turning technical ideas into something useful. My quality engineering background gives me a practical perspective on machine learning: understand the problem, inspect the data, test the workflow, and keep improving.
Alongside my professional work, I build independent web products to explore the full path from an idea to a working experience.
Machine learning
Python · PyTorch · CNNs · Computer vision · Image embeddings · Speech processing
Quality engineering
Selenium · Robot Framework · Playwright · Appium · Postman · JMeter
Product development
React · Next.js · TypeScript · Node.js · Express · Prisma
Education
MTech, Software Systems — BITS Pilani WILP (ongoing)
Bachelor’s, Information Technology — MGM’s Dr. G.Y. Pathrikar College (2020–2023)
Let’s connect
Have an interesting
problem to work on?
Connect with me to discuss machine learning, automation or product ideas.