CV

Education

• M.S. Data Science, Stony Brook University (SUNY), 2026
• B.Tech. Electronics and Communications with Specilization in Data Science, SRM Institute of Science and technology, (2024)

Skills

• Programming
  • Python,R,Javascript, C++, SQL
• Developer Tools & Platforms
  • Git, Docker, Kubernetes, AWS(EC2,S3), Linux, CI/CD, Mlflow, Apache spark
• Web technologies & APIs
  • React.js, Flask, RESTful APIs, CSS, API Integration
• Data Science & Machine Learning
  • Pandas, Scikit-learn, Predictive Modelling,Feautre Engineering, Keras, Tensorflow, PyTorch
• Technical Skills
  • MS Office Suite, LaTeX

Work experience

• Software Engineering Intern: Forit Media Networks

  Hyderabad, India (Oct 2023 - Dec 2023)

  • Accelerated website performance by 15% by optimizing JavaScript/CSS and implementing interactive front-end features, directly improving user engagement metrics
  • Streamlined data integration across 3 marketing platforms and a central CRM by configuring and maintaining 5+ Zapier workflows, reducing manual data entry by 10+ hours per week

• Backend Developer: Surge

  Chennai, India (Nov 2021 - Apr 2022)

  • Increased customer retention by 15% and expanded the user base by engineering the backend integration for 10+ new cryptocurrencies and NFTs
  • Cut customer acquisition costs by 30% and boosted new user acquisition by 20% by implementing data-driven marketing analytics and targeted backend logic

• Student Associate: SRM’s KZilla

  Chennai, India (Aug 2020 - Mar 2022)

  • Trained over 500 students in essential skills such as storytelling, networking, and cold mailing through the Kzilla club at SRM University
  • Led SRM ACM’s website development (HTML/CSS, JS, WordPress) with an 8-member team, increasing event sign-ups by 40% and managing 15+ annual workshops/hackathons

Projects

• Personalized Video Summarization using Modular LLM Framework

  • Engineered an LLM system (Whisper/GPT-4) for personalized multi-source video summarization, processing 20-min videos for 6 profiles in under 30 seconds.
  • Validated transcription accuracy against manually annotated ground truth, attaining a Word Error Rate (WER) of 8.7% and a Character Error Rate (CER) of 4.2%.

• Direct Preference Optimized LLMs for Advanced Reasoning:

  • Implemented LoRA workflows, cutting VRAM by 60% and deployment costs by 40%, for computationally efficient model deployment.
  • Employed Direct Preference Optimization to derive optimal policy tuning, enhancing model performance on mathematical reasoning and code generation tasks—improving debugging accuracy from 35.56% to 61%.

• Image classification for knee Osteoarthisis

  • IConstructed a robust dataset of 10,000+ knee X-ray images with detailed annotations, which was used to train and evaluate the image classification model; increased model performance by 10%
  • A real-time Flask application was deployed, incorporating cartilage segmentation and enhancement features.

• Priority-Based EV Slot Reservation System (Embedded Systems)

  • Led the end-to-end development of a Priority-Based EV Slot Reservation System facilitated with Quantum Networking, seamlessly integrating advanced technologies; projected to drive a significant 50% reduction in scheduling conflicts.
  • Successfully integrated Statergeized protocols into the system, transforming operational flexibility and enhancing performance in diverse scenarios; improved reservation efficiency by 40% in complex scheduling environments.

Activities And Certifications

• Mentored impoverished youngsters at [Make A Difference (MAD)] (https://makeadiff.in/), a non-profit organisation that promotes skill development, self-knowledge, and career awareness through innovative approaches. Have firsthand experience arranging fundraising events and engaging the community for donations.a cause in 2023.
• Trained over 500 students in essential skills such as storytelling, networking, and cold mailing through the Kzilla club at SRM University. (2022).
• Taught programming skills to students from underprivileged communities through volunteering at Manavatha Organization (NGO) and teaching computer classes at three schools (2021)