Ugandhar*
Associate Data Scientist at Tredence
Associate Data Scientist at Tredence. Building enterprise data intelligence, automated pipelines, and applied machine learning models while exploring low-level silicon architectures.
Engineering Experience
From industry engineering at McKinsey and enterprise .NET development at Cognizant, to low-level Linux systems programming and UAV avionics.
Associate Data Scientist
Joining SoonIncoming Associate Data Scientist (Analyst L1) focusing on enterprise data science, end-to-end predictive modeling, and scalable analytics solutions.
- ▸Appointed as Analyst-Level L1 / Associate Data Scientist at Tredence Analytics Solutions.
- ▸Developing applied machine learning pipelines and statistical analytics solutions for enterprise clients.
- ▸Engineering robust feature pipelines, predictive algorithms, and automated data workflows.
Featured Projects
Building across silicon, desktop utilities, machine learning systems, and web platforms.
StayActive Featured Spotlight
A lightweight, privacy-first Windows companion built with WPF and .NET 8 that gently orchestrates independent eye-rest (20-20-20), hydration, and walking routines.
Personal Engineering Journal
A file-based modern engineering journal built with Next.js 15, TypeScript, Tailwind CSS, and Material Design 3 tokens. Zero database overhead with instant markdown publishing.
Draw2Spec
Automates technical drawing digitization using Google Gemini Vision via Vertex AI, transforming complex schematics and blueprints into clean, structured Excel datapacks.
SpecMap
Autonomous multi-agent platform for deep product specification benchmarking. Extracts and synthesizes technical criteria against competitors in side-by-side comparative matrices.
High Performance SRAM for Energy Efficient Systems
Final year engineering research investigating comparative stability, power dissipation, and voltage scaling between 6T and novel 7T SRAM architectures in Cadence Virtuoso.
Incident Report Classification System
Developed a privacy-respecting multi-class ML classification engine that categorizes textual incident narratives into distinct behavioural categories (Commenting, Staring, Touching).
Arduino Real-Time Safety Radar
An embedded ultrasonic radar prototype utilizing an Arduino microcontroller and a servo motor to scan 180° arcs, visualizing obstacle distances in a real-time Processing 3 desktop radar display.
Technical Toolkit
A blend of silicon design, algorithmic data analysis, multi-agent LLM systems, and robust desktop engineering.
Languages & Frameworks
AI, ML & Data Science
Hardware & VLSI
Systems, Tools & Web
Education & Foundations
Rigorous academic foundations across Electronics and Communications, Mathematics, Circuit Theory, and Computer Science.
Sathyabama Institute of Science and Technology
- ▸Consistent academic top-tier performance (9.0 CGPA)
- ▸Lead researcher for High Performance 6T & 7T SRAM Energy Efficient Memory Project
- ▸Active participant and organizer in student technical forums & hackathons
Sri Viswa Junior College
- ▸Scored 96.1% in Board of Intermediate Education, Andhra Pradesh
- ▸Competitive exam problem-solving focus and sports participation
Suresh High School
Writing & Notes
Reflections on data systems, engineering workflows, and lessons from building tools.
Python Data Visualization: A Practical Guide to Matplotlib, Seaborn, and Pandas
Learn practical data visualization in Python, from your first Matplotlib line chart to Seaborn plots, heatmaps, correlation, and pair plots, with examples you can run ...
How I Debloated My Android TV: A Step-by-Step Guide Using ADB
My practical guide to cleaning up a slow Android TV with ADB over Wi-Fi, a lighter home screen, careful package checks, reversible changes, and troubleshooting steps.
Technical Walkthroughs & Deep-Dives
Hands-on coding series, data analytics workshops, touch typing sessions, and creative experiments.
Learn PYTHON in 5 Days or Less
Complete beginner to intermediate hands-on Python series covering Google Colab, Data Structures, OOPs, NumPy, and Pandas Analytics.
Data Visualization in Python | Matplotlib, Seaborn & Pandas Tutorial
End-to-end practical workshop on building heatmaps, correlation plots, and custom visualizations with Google Colab notebooks.