M Shiva Rama Krishna Reddy
Software Developer (AI Focus)
Hyderabad
Summary
Results-driven AI Developer with expertise in Machine Learning, Deep Learning, NLP, Generative AI, and Retrieval-Augmented Generation (RAG). Proficient in building scalable AI solutions using Python, TensorFlow, PyTorch, and integrating with frontend technologies like React and backend systems including MySQL and MongoDB. Delivered high-impact projects such as a Tax Form Auto-Filling system (85% accuracy, 90% reduction in manual effort) and Resume Parser (95% accuracy), enhancing efficiency and user experience. Eager to leverage innovative problem-solving skills to drive AI advancements in dynamic tech environments
Overview
2
2
years of professional experience
Work History
Software Developer (AI Focus)
Jigya Software Services
09.2024 - 03.2025
- Designed and developed scalable AI-powered applications using ML, DL, NLP, and Generative AI, addressing real-world challenges, and improving operational efficiency.
- Implemented Retrieval-Augmented Generation (RAG) frameworks, enhancing data processing accuracy and content generation systems for high-traffic web applications.
- Collaborated with cross-functional teams to integrate AI models into responsive web apps, utilizing React for dynamic UIs, and boosting user experience by optimizing front-end performance.
- Optimized algorithms and models for production deployment, ensuring robustness and scalability, while conducting research on cutting-edge AI techniques to meet client requirements.
Graduate Engineer Trainee
TATA Sikorsky Aerospace Limited
07.2023 - 12.2023
- Implemented SAP modules within two months, enhancing operational efficiency, and managing two projects from initiation to completion, delivered on time and within budget.
- Strengthened client relationships with Airbus and Boeing teams, resulting in an 80% increase in repeat business through effective communication and negotiation.
- Managed vendor relationships, achieving a 20% cost reduction via strategic negotiations.
- Developed automation tool features using Java and Python, increasing task accuracy by 60%.
Education
Bachelor of Technology - Mechanical Engineering
J.B Institute of Engineering And Technology
Hyderabad 04.2001 -
Skills
AI & Machine Learning: Machine Learning (ML), Deep Learning, Natural Language Processing (NLP), Generative AI (Gen AI), Retrieval-Augmented Generation (RAG), Neural Networks, Predictive Modeling, Data Analytics, Prompt Engineering
Programming Languages: Python, Java, JavaScript, C (inferred from projects)
Frontend: React, HTML, CSS, Bootstrap
Backend & Databases: RESTful APIs, FastAPI, SQL, MySQL, MongoDB
Tools & Frameworks: TensorFlow, PyTorch, scikit-learn, Keras, OpenCV, Git, GitHub, VS Code, Maven, IntelliJ, Postman
Core Concepts: Object-Oriented Programming (OOP), Data Structures, Algorithms
Soft Skills: Project Management, Problem-Solving, Communication, Adaptability, Team Collaboration
Projects
Tax Form Auto-Filling System Using RAG
- Developed an AI-driven system achieving 85% accuracy and 90% reduction in manual effort by integrating NLP for text extraction and MySQL for secure data handling.
- Enhanced with a voice-enabled chatbot using Whisper for speech-to-text processing and RAG for conversational guidance on tax data/rules.
- Designed a responsive React UI with real-time chat and form updates, improving accessibility and user interaction.
- Technologies: Python, NLP libraries, LLMs, RAG, React, FastAPI, MySQL.
Resume Parser
- Built an intelligent tool using LLM models to extract skills, experience, and education with 95% accuracy.
- Implemented a user-friendly React interface and Python backend for seamless data processing.
- Technologies: Python, LLMs, React, MySQL, MongoDB.
Adaptive Learning System
- Created an AI-based platform personalizing educational content based on user performance, improving learning outcomes by 70%.
- Utilized ML algorithms and Reinforcement Learning for dynamic content adjustment.
- Technologies: Python, TensorFlow, PyTorch, NLP libraries, React, MongoDB.
Timeline
Software Developer (AI Focus)
Jigya Software Services
09.2024 - 03.2025
Graduate Engineer Trainee
TATA Sikorsky Aerospace Limited
07.2023 - 12.2023
Bachelor of Technology - Mechanical Engineering
J.B Institute of Engineering And Technology
04.2001 -