About Me
MCA postgraduate focused on Applied Artificial Intelligence, with hands-on experience in building Retrieval-Augmented Generation (RAG) systems, multi-agent architectures, and real-time computer vision applications. I specialize in translating complex AI concepts into practical, end-to-end solutions using modern LLM frameworks, agentic workflows, and vision pipelines. Driven to solve real-world problems through scalable, intelligent systems.
Professional Summary
- MCA postgraduate with a specialization in Data Science and Machine Learning.
- Proficient in Python, SQL, and modern AI/ML frameworks for end-to-end solution development.
- Experienced in building ML pipelines, performing data preprocessing, analysis, and visualization.
- Skilled in applying AI-driven solutions to solve real-world business and technical problems.
- Hands-on experience with Flask, OpenCV, Scikit-Learn, TensorFlow, and PyTorch for practical ML projects.
- Strong understanding of database management using SQLite, MySQL, and integrating ML workflows.
- Adept at collaborative development, working in agile environments, and delivering impactful results.
- Passionate about leveraging AI/ML expertise to contribute innovative solutions in applied roles.
Skills
Experience
Data Scientist Intern
Analogica Software Development, Bengaluru | 06/2025 – Present
- Cleaned and transformed raw datasets, applying feature engineering techniques that boosted model performance and accuracy.
- Conducted in-depth Exploratory Data Analysis (EDA) using Python, Pandas, Matplotlib, and Seaborn to uncover trends and actionable insights.
- Designed and optimized end-to-end ML pipelines integrating Python and SQL, improving workflow efficiency and reducing data processing time.
- Collaborated closely with senior engineers in sprint reviews, brainstorming sessions, and project meetings, contributing valuable technical insights.
- Researched and evaluated emerging AI/ML tools and frameworks, proposing enhancements to strengthen ongoing projects.
- Built reusable Python scripts for automating repetitive tasks, increasing team productivity.
- Documented workflows, models, and processes to ensure clarity and ease of handover for future developers.
Projects
Gemini RAG Brain – Conversational Knowledge Engine
- Built a Retrieval-Augmented Generation (RAG) system enabling users to chat with uploaded PDF and TXT documents.
- Implemented semantic vector search using HuggingFace embeddings (all-MiniLM-L6-v2) and ChromaDB.
- Integrated Google Gemini 2.5 Flash for accurate, context-aware responses with fallback model support.
- Added source citation for every answer, showing exact document chunks used.
- Ensured privacy-friendly processing using temporary storage and session-based memory.
Civic-Helper – Multi-Agent A2A System for Social Good
- Designed a multi-agent AI system that helps citizens report civic issues through a simple conversational interface.
- Implemented an Agent-to-Agent (A2A) architecture separating user interaction and formal letter drafting.
- Used Google Agent Development Kit (ADK) to orchestrate Advocate and Drafter agents with session memory.
- Automated professional letter generation and simulated email dispatch to correct government departments.
- Validated system quality using a custom LLM-as-a-Judge evaluation framework.
OpenCV Projects
Drowsiness Detection System
Real-time driver drowsiness detection using Eye Aspect Ratio (EAR) and Dlib-based facial landmarks.
VisionType AI (Virtual Gesture Keyboard)
Contactless virtual keyboard using MediaPipe hand landmarks and pinch-gesture detection.
CyberHUD V2 (Touchless AR Interface)
Futuristic touchless AR interface using continuous hand-gesture state tracking and contour-based interaction logic.
Pose Matrix AI (Kinetic Vision System)
Real-time human motion analysis using MediaPipe pose landmarks and velocity-based kinetic metrics.
Education
- MCA – KLESNC, Bengaluru (2023 – Pursuing) | CGPA: 8
- BCA – Mangalore University (2020 – 2023) | CGPA: 7.9
Certifications
Python for Data Science (14-Days Workshop)
Certisured
Machine Learning
IBM
Certified Java Programmer
NPTEL
Data Analytics & Visualization
Accenture
Honors & Awards
Best Boy of College
Recognized for leadership, active involvement in campus events, and contributions to overall student development.
Best Boy of MCA
Awarded for outstanding academic performance, consistent attendance, and active participation in co-curricular activities.