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Sai Krishna Bala is listed as Senior Data Scientist @ Ericsson GAIA | Gen AI | LLMs at Ericsson, a company with 128421 employees, based in Bengaluru, Karnataka, India. AeroLeads shows a work email signal at teamdrg.com, phone signal with area code 991, and a matched LinkedIn profile for Sai Krishna Bala.
Sai Krishna Bala previously worked as Senior Data Scientist at Ericsson and Senior Data Scientist at Embibe. Sai Krishna Bala holds Master'S Degree, Computer Science from Indian Institute Of Science (Iisc).
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AeroLeads found 1 current-domain work email signal for Sai Krishna Bala. Compare company email patterns before reaching out.
I am a Data Science and Engineering professional focused on the application of data science and machine learning across diverse domains such as healthcare, education, and telecommunications. My journey began as a Full Stack Developer, but I have dedicated majority of my energy in advancing my career in data science.🎓 I hold a Master’s degree from IISc, Bangalore, specialising in machine learning and natural language processing (NLP). My core expertise lies in leveraging Generative AI, Large Language Models (LLMs), and various advanced ML techniques to drive impactful solutions. Currently, at Ericsson, I lead the development of end-to-end machine learning pipelines, successfully implementing cutting-edge models for applications in managed service networks.💡 Key Achievements:- Developed an LLM pipeline for test code generation.- Built a Retrieval Augmented Generation (RAG) based conversational assistant with 96% accuracy.- Conducted in-depth studies on evaluating LLMs, ensuring robust performance metrics.✨ I thrive in uncertain environments and am passionate about finding innovative ways to succeed at work. My management experience includes leading teams of data scientists to tackle complex problems, including academic content intelligence and user profiling.🤝 I am always eager to connect with like-minded professionals, share insights, and explore opportunities in the data science and AI fields. Feel free to reach out!
Listed skills include Java, Distributed Systems, C, Data Structures, and 19 others.
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A career timeline built from the work history available for this profile.
Bengaluru, Karnataka, India
Projects at Ericsson:End-to-End ML Pipelines: Spearheaded the development of machine learning pipelines for managed service networks, encompassing problem formulation, exploratory data analysis (EDA), feasibility analysis, modeling, feedback loops, and productization.Test Case Generation Pipeline: Developed a code generation pipeline utilizing Mixtral.
Bengaluru Area, India
Led and guided end-to-end development in content intelligence and user profiling initiatives:Doubt Resolution: Developed prediction capabilities to analyze academic images or text and retrieve the closest related question or concept.De-duplication Layer: Designed a parallel neural network architecture to detect and flag duplicate academic questions.Smart.
Bengaluru Area, India
Worked on a range of projects focused on healthcare analytics, building scalable machine learning models to address various challenges in the medical domain:Sentiment Analysis: Developed a sentiment analysis model to classify patient reviews of healthcare providers (physicians, payers) with high accuracy.Technologies used: LSTM, F1 Score: 0.97Prediction.
Bengaluru Area, India
Worked on implementing machine learning models to enhance HR optimization solutions by automating processes and improving decision-making efficiency:HR Optimization Platform: Integrated machine learning models into the HR platform to streamline candidate evaluation.Classification: Developed NaĂŻve Bayes-based text classifiers to categorize resumes into.
![[24]7](https://cimg.aeroleads.com/ln/logos/bc/360383f9a2cd3d0e58a69435336deccb.jpg)
Bangalore
Led the development and optimization of data-driven platforms and solutions:Batch Data Platform: Collaborated with the analytics team on feature extraction, model tuning, and production deployment of data models.Model Productization: Productized models using the PMML feature in Spark to streamline model deployment.MapReduce to Spark Migration: Converted.
Bangalore
Ad-hoc Search Tool: Developed a custom search tool over raw data using Elasticsearch to enhance data retrieval.PxOE Solutions: Designed and developed the client-side framework of the Px-OE platform. Migrated client-side storage to Cassandra and automated the deployment of Predictive Experience Solutions for service delivery teams.
Bengaluru Area, India
Contributed to the design and development of key distributed systems and internal frameworks:MapReduce Framework: Played a crucial role in the design and development of the internal MapReduce framework, optimizing the processing of large-scale data.Distributed System: Led the conversion of a standalone system to a distributed scenario, improving.
Other employees you can reach at ericsson.com. View company contacts for 128421 employees →
Jackson Edau, Pmp®
Colleague at Ericsson
Kampala, Central Region, Uganda, Uganda
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CS
Cristiano Santos
Colleague at Ericsson
Rio De Janeiro, Rio De Janeiro, Brazil, Brazil
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PA
Pawan Agarwal
Colleague at Ericsson
Jaipur, Rajasthan, India, India
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PD
Piyush Dwivedi
Colleague at Ericsson
Hamirpur, Uttar Pradesh, India, India
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PQ
Philippe Quesson
Colleague at Ericsson
Greater Paris Metropolitan Region, France
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PP
Peter Paakkonen
Colleague at Ericsson
Greater Stockholm Metropolitan Area, Sweden
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SN
Shiva Naderi
Colleague at Ericsson
Canada, Canada
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EA
Elise Alexandra Pantig
Colleague at Ericsson
Calabarzon, Philippines, Philippines
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AD
Atish Deepankar
Colleague at Ericsson
Noida, Uttar Pradesh, India, India
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MM
MarĂa Morrás Fernández
Colleague at Ericsson
Madrid, Community Of Madrid, Spain, Spain
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Activities and Societies: part of telugu samiti, swmming and passing time @ faculty clubCampus Life @ IISc rocks... most memorable days in.
Quick answers generated from the profile data available on this page.
Sai Krishna Bala works for Ericsson.
Sai Krishna Bala is listed as Senior Data Scientist @ Ericsson GAIA | Gen AI | LLMs at Ericsson.
AeroLeads has found 1 work email signal at @teamdrg.com for Sai Krishna Bala at Ericsson.
AeroLeads has found 1 phone signal(s) with area code 991 for Sai Krishna Bala at Ericsson.
Sai Krishna Bala is based in Bengaluru, Karnataka, India while working with Ericsson.
Sai Krishna Bala has worked for Ericsson, Embibe, Decision Resources Group, Edge Networks Pvt. Ltd., and [24]7.
Sai Krishna Bala's colleagues at Ericsson include Jackson Edau, Pmp®, Cristiano Santos, Pawan Agarwal, Piyush Dwivedi, and Philippe Quesson.
You can use AeroLeads to view verified contact signals for Sai Krishna Bala at Ericsson, including work email, phone, and LinkedIn data when available.
Sai Krishna Bala holds Master'S Degree, Computer Science from Indian Institute Of Science (Iisc).
Sai Krishna Bala is listed with skills including Java, Distributed Systems, C, Data Structures, Algorithms, Sql, C++, and Perl.
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