Aditi Yadav

Aditi Yadav Email and Phone Number

AI ML Software Engineer | Machine Learning AI, Data Science, Statistical analysis @ SenseMesh
Boston, MA, US
Aditi Yadav's Location
Boston, Massachusetts, United States, United States
Aditi Yadav's Contact Details

Aditi Yadav work email

Aditi Yadav personal email

n/a
About Aditi Yadav

I'm an experienced AI/ML Engineer with a passion for solving real-world problems using machine learning and advanced data techniques. My 3+ years of expertise spans across developing and fine-tuning models, from large language models (LLMs) to computer vision and NLP applications. I enjoy working with technologies like PyTorch, TensorFlow, and HuggingFace to build intelligent systems that make a tangible impact.I’ve worked on everything from optimizing complex algorithms for reasoning tasks to building end-to-end data pipelines that streamline processes and improve performance. I’m also well-versed in deploying cloud-based solutions on AWS, Azure, and GCP, and I love turning raw data into actionable insights through tools like Power BI and Tableau.What drives me is the opportunity to apply cutting-edge AI to real-world challenges, whether it’s improving system accuracy, making predictions, or uncovering insights that help people make better decisions. I thrive in dynamic environments where innovation and continuous learning are key, and I’m always excited to explore new ways AI can make a difference.What I Bring to the Table:Expertise in AI/ML: LLMs, NLP, computer vision, and predictive analyticsProgramming chops: Python, SQLData visualization: Power BI, Tableau, and advanced analytics toolsCloud know-how: AWS, AzureHands-on with frameworks: PyTorch, TensorFlow, HuggingFace, CNN, Reinforcement Learning, A/B testingAgile mindset: Problem-solving, strategic thinking, Communication with stakeholders, Business Analysis, and collaboration

Aditi Yadav's Current Company Details
SenseMesh

Sensemesh

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AI ML Software Engineer | Machine Learning AI, Data Science, Statistical analysis
Boston, MA, US
Website:
skydaddy.ai
Employees:
5
Aditi Yadav Work Experience Details
  • Sensemesh
    Sensemesh
    Boston, Ma, Us
  • Applied General Intelligence
    Ai Ml Software Engineer
    Applied General Intelligence Sep 2024 - Present
    United States
    I specialize in building and fine-tuning cutting-edge machine learning models tailored to solve real-world business problems. Currently, I’m focused on enhancing model performance and advancing AI capabilities at Applied General Intelligence. My work involves customizing large language models (LLMs) to meet specific business needs using techniques like Retrieval-Augmented Generation (RAG) and Direct Preference Optimization (DPO). I’m passionate about driving innovation, continuously improving multimodal LLMs, symbolic AI, and agentic workflows. By boosting model accuracy in complex reasoning tasks, We’ve consistently achieved top rankings on the ARC and MMLU leaderboards, reflecting my commitment to pushing AI boundaries.
  • Cat Labs
    Ai Ml Engineer
    Cat Labs Jan 2024 - Aug 2024
    Florida, United States
    At CATLabs, I improved crypto artifact detection and expanded our document coverage by enhancing extraction processes for both digital and handwritten content using advanced image processing and OCR techniques. I also implemented machine learning algorithms like clustering and outlier removal, which boosted our detection accuracy and reduced latency for faster results.Additionally, I developed a multi-armed bandit system that increased our crypto newsletter. By leveraging reinforcement learning and A/B testing for personalized recommendations, I transitioned to an automated system, significantly improving user engagement.
  • Northeastern University
    Program Assistant- Data Scientist/Analyst
    Northeastern University Mar 2023 - Jan 2024
    Boston, Massachusetts, United States
    In my role, I developed predictive analytics models to forecast student enrollment trends, which helped optimize resource allocation effectively. By analyzing course feedback, I implemented personalized content recommendations that successfully reduced online course dropout rates.Additionally, I designed interactive Power BI, Tableau, Google Analytics dashboards to monitor key performance indicators such as course trends, industry insights, and student demographics. This initiative not only enhanced decision-making efficiency but also provided valuable insights for strategic planning. My work centered on leveraging data to support business strategies, ensuring that our resources were aligned with student needs and market demands.
  • Allscripts India
    Technical Product Engineer
    Allscripts India Jun 2021 - Jun 2022
    India
    At Allscripts, I led a team of five to design and implement over 50 API test cases for Electronic Healthcare microservices, ensuring the system performed reliably and met quality standards. I also published customized Power BI reports that effectively cleaned and visualized critical Patient Key Performance Indicators (KPIs), aiding in medical diagnosis and enhancing data accessibility for stakeholders.Additionally, I focused on optimizing our ETL pipelines, which significantly improved our workflows for data ingestion from various sources like SAP S/4HANA, PostGres, Azure SQL, data marts, and Blob storage. This revamp not only streamlined our data processes but also contributed to a substantial reduction in costs. My work emphasized the importance of efficient data management and analysis in driving healthcare improvements.
  • Athens Information Technology
    Research Assistant
    Athens Information Technology Jun 2019 - Aug 2019
    Athens,Greece
    During my Research Internship at Athens Information Technology, I focused on cutting-edge technologies such as Artificial Intelligence, Machine Learning, and Blockchain. I worked on several projects, including "Emotion Recognition using Facial Recognition" and "Static Healthcare Records using Blockchain." As part of a team, I also created a Flask Web App prototype that processed live feeds and used CNN to detect user emotions and demographics for an age-restricted vending machine. This experience allowed me to gain hands-on experience with emerging technologies and apply my skills in a practical setting.
  • Defence Research And Development Organisation (Drdo)
    Data Analyst - Intern
    Defence Research And Development Organisation (Drdo) Jun 2018 - Nov 2018
    India
    During my internship at DRDO ARDE, I worked as a Data Analyst Intern and was responsible for maintaining a centralized data warehouse for the Payroll Management application. My role involved optimizing database queries and normalizing data for various microservices, such as tax deductions, service exemptions, and shift allowances.To achieve this, I leveraged my skills in data management, query optimization, and database normalization. Through my efforts, I was able to improve the overall efficiency of the Payroll Management system, ensuring accurate and timely processing of employee payments and benefits.Overall, my experience at DRDO ARDE equipped me with valuable skills in data analysis and management, and I look forward to utilizing these skills in my future endeavors.

Aditi Yadav Education Details

Frequently Asked Questions about Aditi Yadav

What company does Aditi Yadav work for?

Aditi Yadav works for Sensemesh

What is Aditi Yadav's role at the current company?

Aditi Yadav's current role is AI ML Software Engineer | Machine Learning AI, Data Science, Statistical analysis.

What is Aditi Yadav's email address?

Aditi Yadav's email address is ad****@****addy.ai

What schools did Aditi Yadav attend?

Aditi Yadav attended Northeastern University, Savitribai Phule Pune University.

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