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Hi there! I'm Sanhitha
ML/AI engineer & researcher.

CSE student with hands-on experience in programming, data structures, web development, and AI/ML. Actively seeking opportunities to apply my skills in building efficient, real-world software solutions.

Sanhitha Reddy

About Me

Hii, I'm Sanhitha,
an ML & AI Engineer in the making — working with ML, DL, NLP, and Computer Vision while exploring cloud, full-stack development, Docker, and Kubernetes to build scalable digital experiences.

My Curiosity

I’ve always been curious about how things work, from tinkering with gadgets to getting lost in videos about science and technology. That habit of asking “why” slowly turned into a love for problem-solving and building things from scratch. Computer Science felt like a natural fit, blending logic, creativity, and experimentation. Over time, this curiosity led me toward ML and AI, where I enjoy turning ideas and data into systems that actually learn and improve.

My Path into Tech

I’m driven by the excitement of discovering something new, finding patterns, ideas, or solutions where others might not look. Curiosity pushes me to explore deeper, experiment more, and keep improving my skills in computer science. Whether it’s learning a new concept, optimizing a solution, or building something meaningful, that sense of exploration keeps me motivated and energized.

Research

Exploring how machine learning and intelligent systems can improve real-world outcomes, especially in healthcare.

Cervical Cancer Outcome Prediction & Gamma Rate Analysis

Research Assistant · Amrita Vishwa Vidyapeetham · 2025 — Present

  • Developed predictive ML models on multimodal clinical and pathological data
  • Automated data extraction, preprocessing, and feature engineering pipelines
  • Built survival-aware models to support treatment optimization strategies

Radiotherapy QA Enhancement for Liver Cancer

Research Assistant · Amrita Vishwa Vidyapeetham · 2025 — Present

  • Built multimodal ML/DL models to predict Gamma Passing Rates from fluence and dose maps
  • Developed image-only, data-only, and fusion-based architectures for quality assurance
  • Designed custom loss functions to improve clinical risk sensitivity and patient safety
ML in Healthcare Multimodal Learning Medical Imaging Clinical Decision Systems Applied AI Research

Projects

Research work across Machine Learning, AI systems, Biomedical NLP, Computer Vision & Quant finance.

GitHub

3D Molecular Similarity Engine

Mathematically rigorous 3D molecular similarity & property prediction.

Geometric MLKernel MethodsComputational Chemistry
GitHub

HASYv2 Hand-Digit Recognition

PyTorch CNN classifier on HASYv2 dataset, winner of university-level competition.

CNNPyTorchComputer Vision
GitHub

US Equity reversal point detection

Time-series LSTM model for reversal point detection in equity markets.

LSTMFinance MLTime-Series
GitHub

Brain Tumor Classification

Transfer learning for tumor recognition using MRI datasets.

Medical ImagingTransfer LearningCNN
GitHub

MediQuery-AI Intelligent Medical Assistant

NER + RAG pipeline for biomedical insights using transformer models.

NERRAGNLP
GitHub

Aura

Privacy-first mental-health platform using LLMs & agentic workflows.

LLMsRAGFull-Stack

Education & Achievements

Academic Journey

Aug 2023 - Present

Bachelor of Engineering in Computer Science

Amrita Vishwa Vidyapeetham, Coimbatore

CGPA: 7.48

2023

12th Grade (State Board)

Narayana Junior College, Nellore

Percentage: 97.3%

AIR 118 in AEEE Exam

2021

10th Grade (CBSE)

Rainbow CBSE School, Nellore

Percentage: 94.4%

Achievements & Activities

2025

1st Place - PyTorch Hackathon

'PyTorch: Fire It Up' - IETE Amrita

Won first place in university hackathon competition

2025

Event Coordinator

Gokulashtami Event, Amrita Vishwa Vidyapeetham

Gained experience in teamwork and event management

2017-2021

Classical Dance Performer

School-level Cultural Events

Active participant in cultural programs

Tech Stack

Python

C++

Java

MySQL

ML

Deep Learning

PyTorch

CV

React

Node.js

Express.js

AWS Cloud

Docker

Kubernetes

MongoDB

Certifications

AWS Cloud Practitioner

Amazon Web Services

2024

Machine Learning Specialization

Stanford Online

2024

Deep Learning Specialization

DeepLearning.ai

2024

Contact

Connect With Me

Availability

Currently available for freelance projects, internships, and collaboration opportunities. Let's create something amazing together!

Send Me a Message