Rachana Dharmavaram
Open to work1 years experienceSoftware Engineer
Software Engineer | AI & Full Stack Developer
Standing Rank
Rank Not Available
Developer Badges
Skills & Technologies
32 skillsWork Experience
AI Engineer Intern
Crypt0nest.ai
- Built scalable data pipelines aggregating real-time financial signals for 200+ assets, enabling faster and more reliable decision-making
- Designed and deployed ML-powered backend services with ~100ms latency, improving responsiveness of user-facing analytics dashboards
- Improved model accuracy by 30% through feature engineering (RSI, MACD, sentiment signals)
- Reduced system latency by 40% by optimizing distributed data workflows processing 1M+ records/day
- Implemented observability and alerting systems, reducing production failures by 35% and improving reliability
Software Engineer
I&T LABS
- Enhanced database performance by refining SQL queries and implementing indexing strategies, improving query execution speed by 45%.
- Engineered interactive, user-friendly dashboards in React.js, integrating with Spring Boot and third-party APIs to deliver real-time project-level insights (Xray reports).
- Built and maintained CI/CD pipelines using the XENA framework and Azure DevOps, reducing deployment time by 40%.
- Worked on the databases of the Oracle DB and carried out functionalities for creating instances as per the requirements.
- Initiated S3 buckets for EC2 instances to store all the content including HTML pages, images, CSS files, and JavaScript.
- Leveraged Spring Framework dependency injection and Action classes through Application Context XML, and initialized managed beans and services.
Projects
JPMorgan Chase Software Engineering Virtual Experience — Forage
- Engineered backend components simulating real-world financial systems, including Kafka-based event streaming pipelines.
- Designed and implemented RESTful APIs and controllers for data processing and service communication.
- Integrated H2 in-memory database for efficient testing, persistence, and rapid prototyping.
- Executed end-to-end system setup, debugging, and service integration aligned with enterprise engineering practice.
ShopSmart: AI-Driven E-commerce Comparison & Recommendations System
- Designed and built an AI-powered recommendation system that analyzes Amazon product data (prices, ratings, and reviews) to provide data-driven, transparent purchase insights.
- Implemented data processing pipelines for aspect-based sentiment analysis with VADER and keyword extraction to evaluate attributes like battery life, comfort, and audio quality, then summarized results using GPT-4 / GPT-3.5 via LangChain for persona-specific recommendations.
- Designed an interactive Streamlit dashboard integrating embedding-based clustering (text-embedding-ada-002) for semantic review grouping, feature ranking, and real-time multi-product comparison.
Roomie Connect
- Designed and built a collaborative expense-sharing backend enabling users to track and split shared expenses.
- Deployed containerized services on AWS EC2 using Docker Compose to support scalability and fault isolation.
- Integrated Stripe APIs for secure payment processing, reducing manual transaction errors by 50%.
- Implemented reusable service components for expense tracking and reporting, reducing development time by 20%.
Crime Analytics System: SQL + BI for Law Enforcement
- Designed and implemented a PostgreSQL-based analytics system with advanced SQL queries, triggers, and ETL pipelines to track crime cases.
- Built Tableau dashboards to visualize trends, identify hotspots, and deliver real-time actionable insights.
- Implemented scalable database architecture with indexing, sharding, and query optimization to handle growing datasets and concurrent users.
Share A Ride
- Designed a responsive single-page carpooling web application using React.js, Node.js, and MongoDB, allowing users to offer, find, and manage rides based on geolocation and preferences.
- Architected and deployed the application on AWS EC2, ensuring scalability and high availability for the frontend and backend.
- Used MongoDB Atlas on AWS for managed, secure, and scalable cloud database hosting. Built reusable React Hooks and components for ride listings, booking forms, and user dashboards, improving page load time by 30%.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
AWS Certified Solutions Architect – Associate
AWS Certified Solutions Architect – Associate
About Details
Professional Bio
Software Engineer with experience in full-stack development, cloud services, and AI-driven systems. Skilled in building scalable data pipelines, optimizing database performance, and deploying ML-powered backend services.
Master of Science in Computer Science in Computer Science
University at Buffalo (2024 - 2025)
Bachelor of Technology
SRM Institute of Science and Technology (2020 - 2024)