Sohom Chakraborty
Software Development Engineer Iii @Attentive.ai
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WORK HISTORY
Software Development Engineer Iii @Attentive.ai
Working at the intersection of AI and Backend EngineeringTech Stack : Python, FastAPI, PostgreSQL, GCP, Redis, Prompt Optimisation, Embedding models, Huggingface, PyTorch1. Developed Automated Construction Estimates services which was responsible for giving accurate vendor item recommendations leading increased product adoption and usage. Developed various algorithmic techniques for automated symbol detection in legend tables in construction takeoffs.3. Worked on developing the Data Pipeline for efficient rendering of engineering diagrams into a machine readable format 4. Implemented Supervised Finetuning of Llama 3.1, 3.2 models for duct detection.5. Deployed AI based services and solutions on FastAPI servers in production.
EDUCATION
Indian Institute of Technology, Kharagpur
Bachelor's degree, Electrical Engineering and Computer Science
SKILLS
ABOUT SOHOM CHAKRABORTY
Skilled Software Engineer with 6.5 years of experience across Backend, Applied AI + GenAI/LLM Engineering.Principal proficiencies : Python, FastAPI, PostgreSQL, Prompt engineering, LLMs Pre Training and Finetuning, RAG, PySpark, Huggingface, Pytorch.At H1, My role involved designing and developing scalable web extraction pipelines and deploying efficient services on AWS, resulting in significant process improvements and outcomes. I also have experience in optimizing resource consumption for audio codecs at Samsung Research Institute.Worked on solving HealthCare problems through AI/ML techniques at H1.I\'ve graduated with Electrical Engineering Honors (along with additional courses taken in Computer Science) from Indian Institute of Technology Kharagpur in 2019. During my undergraduate years, I have pursued multiple courses in Computer Science, Electrical Engineering and Mathematics during my undergraduate years. I was particularly interested in Machine Learning, Probability, Statistics and Linear Algebra.I was placed in Top 4% of all students across all disciplines(about 1500) in First Year of Bachelors at IIT KGPand pursued a Minor in computer science (7/8 subjects completed). During my Undergraduate studies, I pursued research in Signal Processing on HyperSpectral Images which led to publication of 2 co-authored conference Papers and 1 co-authored Journal Paper.On a side-note, I attempted CAT in 2018 (to benchmark my quantitative aptitude skills) and secured 99.58 percentile among candidates.I am an enthusiastic individual who is highly motivated towards developing a future with better technology. I have a hustle mentality, passionate work ethic, and willing attitude. I would describe myself as a performance-driven self-starter, team player with strong organizational and analytical skills. I believe in leading by example and take pride in my problem solving and interpersonal skills.I prefer exploring new avenues rather than trying to stick to my comfort zone which gives me an edge over others to achieve my ambitious goals.Languages : Python, C++, C, & JavaRelevant MOOC certifications:1. TensorFlow Developer Professional Certificate (4 Courses) by Deeplearning.ai2. TensorFlow: Data and Deployment Specialization (4 Courses) by Deeplearning.ai3. TensorFlow: Advanced Techniques Specialization (4 Courses) by Deeplearning.ai4. AI for Medicine Specialization (3 Courses) by Deeplearning.ai
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