Contact

📞 +91 7767053373

✉️ ramtekedsj@gmail.com

📍 Delhi, India

🌐 Linkedin

Interests

🤖 Artificial Intelligence

🎵 Music

Languages

🇺🇸 English

🇮🇳 Hindi

🇮🇳 Marathi

<aside> <img src="/icons/cactus_orange.svg" alt="/icons/cactus_orange.svg" width="40px" /> Data Scientist with 3+ years of experience building data-intensive applications and solving complex architectural and scalability challenges across diverse industries. Proficient in predictive modeling, data processing, and data mining algorithms, with expertise in Python and SQL. Skilled at creating, developing, testing, and deploying adaptable services that transform business and functional requirements into substantial deliverables.

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Work History

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Data Scientist - Turing

June 2024 - Present

• Leveraged advanced prompt engineering techniques to significantly enhance the performance and efficiency of AI agents, specifically in areas such as autonomous web browsing, structured data extraction, and dynamic content generation.
• Applied advanced LLM techniques including RLHF and SFT to fine-tune models, significantly improving accuracy and relevance for specialized tasks.
• Developed and deployed RAG systems, leveraging semantic search and Vector Databases to deliver highly contextual and relevant AI-driven insights.
• Contributed to high-impact projects for a major IT client, consistently meeting deadlines and delivering solutions that integrated image generation, NLP, and BigQuery capabilities.
• Demonstrated strong communication and analytical skills through effective team alignment and successful pitching of innovative POCs to clients.

Software Developer - Arcon, Mumbai

June 2023 - June 2024

• Developed & deployed AI/ML Model on AWS and boosted Data Fetching efficiency by 50% (Indexing, Pagination, Redis Caching)
• Optimized API for bridging backend and frontend while ensuring Data security
• Proficiently executed Data Science pipeline, encompassing Exploratory Data analysis (EDA), Data visualization, Data Cleaning and processing and Model training
• Automated Data Collection using SQL Lite, Threading, Pagination, Git and API.
• Implemented advanced statistical techniques for accurate predictive modeling and forecasting of business metrics Conducted thorough exploratory data analyses for robust model building

Graduate Data Scientist - CDAC, Pune

May 2022 - May 2023

• Developed and implemented a novel approach for automatic speech recognition (ASR) in low-resource Indian languages (Telugu, Tamil) by leveraging high-resource Hindi language data through transliteration techniques.
• Enhanced ASR model performance using transfer learning, adapters, and conformer architectures.
• Improved model efficiency by implementing task-specific adapters that enabled quick adaptation to new transliteration tasks without full model retraining.
• Successfully deployed the model on a supercomputer using Docker containers for optimal scalability and reliability.
• Created a flexible pipeline for building transliteration models that efficiently adapts to new tasks while minimizing computational resource requirements.

Education

Master of Technology: Data Science - Defence Institute of Advanced Technology - Pune, India

• Awarded PG Scholarship

July 2021 - May 2023

AI/ML Researcher

August 2021 - May 2022

• Developed deep neural networks using RNN/LSTM architectures to model normalcy probabilisti patterns in AIS (Automatic Identification System) track data for a contrario anomaly detection.
• Integrated statistical methods such as time series analysis and hypothesis testing to detect deviations from expected maritime behavior, complementing the deep learning approach.
• Implemented a hybrid anomaly detection framework combining probabilistic modeling and deep learning for robust maritime activity monitoring.
• Visualised data and analytical results using Tableau to derive actionable insights for enhancing maritime security measures.

Projects

AI Job Assist:

https://github.com/harshinharshi/AI-job-assitance

Developed an end-to-end AI-powered job application system leveraging LangGraph and LangChain to orchestrate a team of intelligent agents for job search automation. Integrated Playwright to create a Web Voyager agent capable of autonomously browsing job boards and extracting listings. The system intelligently matches resumes to job descriptions and generates personalized cover letters. Designed agent communication protocols to ensure seamless coordination and execution. This project demonstrates practical expertise in multi-agent LLM systems, autonomous browsing, and applied AI workflows.

Brand Monitoring Agent:

https://github.com/srksaurabh1/testing_crew

Built an agentic workflow using CrewAI to automate the generation of comprehensive brand summaries. Designed specialized agents for summarization and real-time web search using SerperAPI, coordinated by a central manager agent to ensure efficient task delegation and result integration. This system showcases my ability to build multi-agent architectures that fetch and synthesize external information into coherent outputs, demonstrating expertise in autonomous agents and real-world LLM applications.

Skills

Python, 📊 SQL, 📈 Data Science, 🤖 Machine Learning, 🧠 Deep Learning, 🔮 Artificial Intelligence, 🔌 API, 📦 Git, 🐧 Linux, ☁️ AWS, 🐳 Docker, 📊 Exploratory Data Analysis, ⛏️ Data Mining, 📉 Statistical modeling and analysis, Data Visualisation, Agile Methodologies, Quality Management

Certifications

Neural Networks and Deep Learning

Artificial Intelligence

Excel Skills for Business: Essentials

Critical Thinking Skills for the Professional

[Asp.Net Core : The Complete Guide To Build RESTful Api's](https://www.notion.so/Asp-Net-Core-The-Complete-Guide-To-Build-RESTful-Api-s-210a06c93d0180cb85c4c6a0ca55a2ae)