Geeta Siddramayya Math

Geeta Siddramayya Math

Ex-TCS | Ex-TCL | M.Tech Robotics & AI | Computer Vision | Open to AI/ML & Data Science Roles
India
Kannada, English, Hindi
Temporary On-site

About Me

Hi, I am a recent Mtech Graduate from M S Ramaiah Institute of Technology, I previously had 1.5 years of fulltime Work experience from TCS as an SAP analyst. I am Good in AI/ML, RAD, Agentic AI, Computer Vision, cloud an…

Experience

Project Trainee – AI Cloud and Product Development

Tata Communications Limited (TCL - Novamesh) · Bangalore, India
Apr 2026 - Jun 2026 · 2 months

<p>Building cloud-native agentic AI products using Python, LLM APIs, RAG pipelines, and multi-agent orchestration</p><p> Implementing multi-agent workflows for autonomous decision-making across enterprise use cases</p>

Project Intern – Computer Vision & Deep Learning

Central Manufacturing Technology Institute (CMTI) – Govt. of India · Bengaluru , Karnataka , India
Sep 2025 - Oct 2025 · 1 month

<p>Built real-time drone detection system using YOLOv8, achieving 82.5% [email protected] on real-world surveillance data</p><p> Implemented multi-object tracking pipeline reducing false positives by 40% in complex, cluttered environments</p>

Assistant Systems Engineer – SAP Cloud Services

Tata Consultancy Services (TCS) · Bangalore, India
Jan 2021 - Jun 2022 · 1 year 5 months

<p>Managed SAP cloud infrastructure for enterprise clients, maintaining 99% system uptime and reliability</p><p> Reduced production incidents by 30% through automated monitoring, PowerShell scripting, and proactive database optimisation</p><p> Achieved 95% SLA compliance by resolving critical system issues in collaboration with cross-functional teams</p>

AI Portfolio

AI / ML Engineer

AI projects

AI-Powered Pharmaceutical Quality Inspection System (Industry-Funded)

Automated vial detection and defect classification achieving 96.9% [email protected] – detects sealed, unsealed, and damaged vials • Designed high-throughput real-time inference pipeline and software architecture to replace manual inspection in pharmaceutical production • BoT-SORT multi-object tracking ensures zero double-counting, precise defect localisation, and product-level traceability

AI Business Intelligence Agent

Groq LLM (Llama 3.3 70B) | GraphQL | PostgreSQL | Replit | Monday.com | BI 2026 • Built and deployed full-stack AI web application answering natural language queries on live Monday.com project data using Groq LLM • Engineered compression pipeline shrinking token payload from 60K to 5K tokens, resolving LLM API rate limits • Stores query history in PostgreSQL for reference and analytics.

PROJECTS

AI-Powered Pharmaceutical Quality Inspection System (Industry-Funded)

MSRIT · https://vialvision-ai-pharma.streamlit.app/
Duration : 01-Jan-2026 - 01-Aug-2026

<p>Designed high-throughput real-time inference pipeline and software architecture to replace manual inspection in pharmaceutical</p><p>production</p>

AI Business Intelligence Agent

msrit · https://insight-engine--gsmvjp.replit.app/
Duration : 01-Oct-2025 - 01-Nov-2025

<p>Built and deployed full stack AI web application answering natural language queries on live Monday platform. Project data using LLM. Engineered compression pipeline shrinking token payload from 60K to 5K tokens, resolving LLM API rate limits</p><p>Stores query history in PostgreSQL for reference and analytics.</p>

Certifications

Fundamental of Generative AI

Upgrade with Microsoft · Bengaluru , Karnataka , India · 2025

Machine Learning with python

IBM · Bengaluru , Karnataka , India · 2025

Skills

Administration IT Support SAP BASIS Consultants Python C++ React PostgreSQL MATLAB Machine Learning Deep Learning Computer Vision Object Detection PyTorch TensorFlow CNN NLP MCP CI/CD LLM APIs Groq Llama Prompt Engineering AI Agents RAG Multi-Agent Orchestration Generative AI YOLOv8 YOLOv11 OpenCV Multi-Object Tracking BoT-SORT Image Segmentation Application Development Software Development Software Architecture System Design Automation Analytics Pandas NumPy Statistical Analysis Power BI Scikit-learn Excel Git GitHub Jupyter Google Colab VS Code Overleaf Linux PowerShell
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