Samarth Soni Email & Phone Number

Pune, Maharashtra, India

• Currently employing KDB+/q low-code vector programming and system design principles for Continuous Delivery of Alert Models as per interactions with the Markets Surveillance business team• Achieved proficiency with application processes like server management, debugging, deployment, data engineering, version control, and agile framework.• Brought down turnaround time for database changes from 2 weeks to 1 day by replacing inefficient manual RFC processes with an automatic DB… Show more • Currently employing KDB+/q low-code vector programming and system design principles for Continuous Delivery of Alert Models as per interactions with the Markets Surveillance business team• Achieved proficiency with application processes like server management, debugging, deployment, data engineering, version control, and agile framework.• Brought down turnaround time for database changes from 2 weeks to 1 day by replacing inefficient manual RFC processes with an automatic DB deployment pipeline• Made market supervision data and storage more resilient against cyberattacks by implementing Point In Time Recovery Show less

Chennai, Tamil Nadu, India

• Analysed and visualized foreign exchange trade data after performing Data Cleaning and Data Wrangling on middle office trade proposal data• Proposed business-actionable strategies to increase the Straight Through Processing hit rate and reduce the frequency of required human intervention in each trade• Explored Anomaly / Outlier Detection ML on FX trades to flag violations of risk/compliance codes of conduct• Implemented web automation on the product's website for automatic… Show more • Analysed and visualized foreign exchange trade data after performing Data Cleaning and Data Wrangling on middle office trade proposal data• Proposed business-actionable strategies to increase the Straight Through Processing hit rate and reduce the frequency of required human intervention in each trade• Explored Anomaly / Outlier Detection ML on FX trades to flag violations of risk/compliance codes of conduct• Implemented web automation on the product's website for automatic quality assurance and data validation checks• Documented application backend flows and data transformation logics, which reduced developer-business back and forth by 50% Show less

Hyderabad, Telangana, India

Machine Vision for Aerospace Quality Assurance (Jan 22 - Mar 23)• Implemented automatic dataset generation for training a conv-net with virtually unlimited instances• Prepared data and trained computer vision models to achieve high precision in aerospace assembly unitsCode Commenting and Code Summarization (Jan - Dec 22)• Reviewed various research papers on Automated Code Commenting• Implemented algorithms like BERT, CodeBERT, code2seq, and NeuralCodeSumCommunity… Show more Machine Vision for Aerospace Quality Assurance (Jan 22 - Mar 23)• Implemented automatic dataset generation for training a conv-net with virtually unlimited instances• Prepared data and trained computer vision models to achieve high precision in aerospace assembly unitsCode Commenting and Code Summarization (Jan - Dec 22)• Reviewed various research papers on Automated Code Commenting• Implemented algorithms like BERT, CodeBERT, code2seq, and NeuralCodeSumCommunity Detection in Social Networks (Jan - Dec 21)• Reviewed various ML/Quantum ML algorithms relevant to Social Network Analysis• Implemented the models and compared their relative efficiency in Community Event Prediction and feature selectionNeuroscience-inspired Deep Learning (Sep - Dec 21)• Simulating a cortical neuron using neural networks taught me about neural-level brain functions and synaptic electric signals Show less

Hyderabad, Telangana, India

CS F425 Deep Learning• Assisted the instructor-in-charge with designing and updating the course curriculum and pedagogy, specifically addressing feedback and concerns from previous students• Developed unique assignment questions that enhanced students' core understanding of deep learning topics• Promoted a research-led and practical approach to learning; conducted programming tutorials to foster engagement

Hyderabad, Telangana, India

Orchestrated diverse events, introduced new initiatives, and led a team of 50, significantly enhancing engagement and curiosity in Computer Science, AI, & research topics on campus. This leadership role deepened my understanding of various CS fields and career paths, strengthening my capability to mentor and guide peers and juniors effectively.

Mumbai, Maharashtra, India

• Significantly decreased the time & effort needed by the client to identify supply chain issues to make daily business decisions about market reach • Developed an optimized Python script to extract and analyze data from multiple websites automatically• Visualized and sent daily reports to the client

Vishakhapatnam, Andhra Pradesh, India

• Led a 3 member team through the software development and ML model training for one of Alcove Partners’ products (InterviewBuddy)• Built a Computer Vision model to process Interviewee’s video feed, understand their behavior, and offer constructive feedback, followed by integration with the company’s live interviewing platform• Used Git and SDLC principles to organize modifications and assign tasks

Mumbai, Maharashtra, India

• Developed a Content Management System that automated company listing ceremonies at the exchange and reduced human hours• Implemented client-server communication using MQTT in Node.js

Bachelor Of Engineering - Be, Computer Science, 8.77/10

Activities and Societies: Student-Faculty Council; Computer Science Association; Placement Unit; Wall Street Club; Technology Business.

Senior Secondary (High) School Certificate, Mathematics, 92 %

Secured 92% in All India Senior School Certificate Examination. Majored in Mathematics, Physics, Chemistry

Secondary School Certificate, Computer Applications, Maths, Phy., Chem., Bio., Social Sc., English, Hindi, 93 %

Activities and Societies: Hindi Elocution Secretary; Medalist in several SOF Olympiads; Excellence Awardee in EuMind (Europe Meets India).