B.Tech CSE Student | Data Science
// transforming data into meaningful insights
// ai ร machine learning ร data science
not just another dev. I build things that matter. nonchalantly.
yo, i'm Yashwanth Ponnam โ a B.Tech Data Science student with a
passion for
AI & Data Science. ๐
i live in the intersection of data, intelligence, and impact.
whether it's building predictive models, analyzing complex datasets,
or integrating cloud solutions โ I do it all with a focus on real-world problems.
Currently studying in Kakinada Institute of Engineering and
Technology, Kakinada, Andhra Pradesh, I'm the kind of person who
reads research papers at 3 am and calls it "light reading".
currently obsessed with Machine Learning,
Cloud Integration & Infrastructure, and making machines a little
smarter.
> tldr: I code. I analyze. I model. repeat._
grouped by the level of ownership I can take on an engineering build.
Tools I can use to design, ship, and maintain end-to-end products with full-stack ownership.
Frameworks and platforms I have used in coursework, experiments, and prototypes, but would still frame as growing areas rather than primary ownership.
hands-on roles first, with training programs clearly separated from internship work.
Cognifyz Technologies ยท Internship
Owned Python-based data cleaning and exploratory analysis workflows, surfaced dataset quality issues through notebook reporting, and compared baseline machine learning models to communicate precision/recall trade-offs on business datasets.
VaultofCodes ยท Internship
Developed automated scripts and Python-based applications, focusing on core programming logic and software efficiency.
Edunet Foundation ยท Microsoft / IBM partner programs
Completed short-form tracks covering Azure fundamentals, AI literacy, and cloud tooling. These programs focused on hands-on simulations and certification preparation in cloud technologies.
featured systems first; everything else is tucked into the archive below.
Built a real-time routing and queue monitoring platform for large venues, combining density signals, route recommendations, and operator alerts to support 100,000+ attendee scenarios.
Built a bias-mitigation pipeline using Fairlearn to optimize demographic parity across tabular candidate data for hiring teams reviewing model fairness before deployment. Integrated SHAP to compute local/global feature importance values, rendering model explainability graphs via a FastAPI backend.
Developed a full-stack simulation engine running 2,500+ Monte Carlo trajectories per execution request using NumPy vectorized operations to map probabilistic state transitions.
Built a Bitcoin regime-detection workflow that evaluates dual-window signals and adaptive exposure scaling through zero-lookahead backtests on historical price series.
Secondary builds, hackathon work, and earlier experiments that are still worth keeping on record.
Engineered a location-aware election assistance platform for voter guidance and booth lookup, optimizing API latency and resource utilization through backend time-to-live (TTL) response caching and strict query limitations on Firestore collections.
Anonymous, time-boxed 1:1 chat that only opens during โsignal windowsโ like low battery or late-night hours, built for calm, intentional conversations.
AI-powered decision intelligence platform combining data analysis, machine learning, and intelligent reasoning to help users make smarter, data-driven decisions.
AI-powered music recommendation platform integrating Spotify and Gemini APIs for personalized user experiences.
AI-powered web system designed to automate stock tracking and sales monitoring for retail use cases.
Comprehensive Flask-based platform for student performance tracking, featuring automated analytics, data export, and dark/light theme switching.
Full-stack event management system built to simplify creation, registration, and participant tracking.
milestones that proved the hustle was worth it.
Achieved 10th position among developers for exceptional performance in building 100% Postgres-compatible AI applications with Google Cloud.
View CertificateRecognized for outstanding participation and contribution in the Gen AI Buildathon, showcasing mastery in generative AI solutions.
View CertificateRanked among the top 58 developers for outstanding performance in building AI-powered applications on Google Cloud.
View Certificateverified by industry leaders โ 28+ credentials & counting.
๐ Embedded Badges
๐ Certificates & Credentials
my full experience, education & skills โ in one page.
B.Tech Data Science Student | AI & ML Enthusiast.
got a project idea? need a data analyst? or just wanna talk tech? slide into my inbox. i don't bite. probably.
got a project in mind? let's build something meaningful.
I'm always open to discussing data science projects, research ideas, or potential collaborations. Drop a message โ I'll get back within 24 hours.