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Meghana Kaniti

@meghanakaniti

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Analytics trainee and Python developer building ML threat-detection systems and web experiences.

India

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What I'm looking for

I’m looking for a role where I can apply Python and ML/analytics to build real-world solutions, learn fast, and contribute to projects that improve performance—while also bringing UI/UX and design thinking to user-facing products.

I’m an analytics and Python-focused builder, currently developing a Women Safety Threat Detection Software. I use Python with TensorFlow, YOLO, and OpenCV to deliver real-time threat detection, and I integrated gait analysis and facial emotion recognition on CCTV footage to detect potential threats.

Previously, as a Project Trainee (Analytics) at HDFC Bank, I developed a causal inference-based model for personalized bank product recommendation using the Dragonnet Architecture. I researched and experimented with techniques to improve model efficiency, targeting a 2–3% gain.

Alongside analytics, I work as a Freelance Graphic & Web Designer—creating pamphlets, flyers, and packaging assets with Canva and Figma, and building responsive, user-centered web designs for hotel websites with UI/UX best practices. Earlier, as a Python Trainee, I developed web applications using Python, HTML, CSS, and JS, and supported projects with data processing and visualization using Pandas and NumPy.

Experience

Work history, roles, and key accomplishments

Current

Graphic & Web Designer

Current

Freelance

Feb 2025 - Present (1 year 6 months)

Created graphic design assets for hotel and hospitality clients, including pamphlets, flyers, and packaging materials. Developed responsive, user-centered web designs for hotel websites with a focus on UI/UX best practices.

Graphic Design Canva Figma UI UX Responsive Design

Project Trainee (Analytics)

HDFC Bank

May 2025 - Aug 2025 (3 months)

Developed a causal-inference-based model for personalized bank product recommendations using the Dragonnet architecture. Researched and experimented with techniques to improve model efficiency aiming for a 2–3% gain.

Causal Inference Personalized Recommendations DragonNet Architecture

Python Trainee

Evolutyz Corp

Jul 2022 - Sep 2022 (2 months)

Built foundational skills in Python, including variables, control structures, and functions, and developed web applications using Python with HTML, CSS, and JavaScript. Collaborated with senior developers on projects involving data processing and visualization using Pandas and NumPy.

Python HTML CSS JavaScript Pandas NumPy Data Processing Data Visualization

Education

Degrees, certifications, and relevant coursework

GITAM University

Bachelor of Technology (BTech), Computer Science Engineering (CSE)

2022 - 2026

Grade: CGPA: 8.34

Activities and societies: GITAM Quiz Club (GQC) President; Dance Club—Spring Fest 2024 (IIT Kharagpur) 1st in zonal prelims; Entrepreneurs’ Club—organized 5+ events; CYSEC—Linux commands & cybersecurity basics; GDSC—PR co-lead.

Pursuing a Bachelor of Technology (BTech) in Computer Science Engineering (CSE) at GITAM University, Visakhapatnam (Aug 2022–July 2026), with a CGPA of 8.34.