Bhavanidevi Manyala
Open to work1 years experienceData Analyst
Data Analyst (AI Backend & ML Systems)
Standing Rank
Rank Not Available
Developer Badges
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Skills & Technologies
26 skillsWork Experience
Data Analyst (AI Backend & ML Systems)
Fluent Grid
- Built data processing, validation, and feature engineering pipelines for large-scale power distribution datasets (SAIDI, SAIFI, power consumption), improving data quality and model performance by 30%
- Developed Python (Pandas, NumPy) and SQL solutions for data transformation, analysis, and query optimization on utility datasets, improving processing efficiency by 25%
- Automated data ingestion and extraction for TAQA-related utility data using APIs, Selenium, and Beautiful Soup, reducing manual effort by 50%
Projects
PDF-Based RAG AI Assistant
- Developed a RAG-based system for querying PDF documents using embeddings and vector search
- Implemented document chunking, retrieval, and LLM-based response generation
Domain-Specific SQL Generator (LLM Fine-Tuning)
- Fine-tuned TinyLlama using LoRA for domain-specific text-to-SQL generation
- Built backend logic for query execution and structured data interaction
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
AI Adoption Award
Received AI Adoption Award (2026) for contributions in AI-driven solutions
About Details
Professional Bio
Data Analyst with 2+ years of experience building AI-powered backend systems using Python, SQL, and REST APIs. Experienced in RAG-based chatbots, LLM fine-tuning (LoRA), and computer vision using YOLO. Proficient in scalable backend development and ML integration.
Bachelor of Technology in Electronics & Communication Engg
Aditya College of Engineering, Surampalem (2019 - 2023)